Foundations in Machine Learning - Dogs vs Cats Classification¶

Objective¶

This notebook fine-tunes an existing pre-trained model (VGG16) and builds a custom neural network to classify images in the Dogs vs Cats dataset. The workflow involves:

  1. Data Acquisition and Exploratory Data Analysis (EDA): Understanding the dataset using visualizations and statistics.
  2. Model Training: Training and evaluating two models:
    • A custom Neural Network.
    • Fine-tuned VGG16 pre-trained on ImageNet.
  3. Performance Evaluation: Comparing the models using metrics such as accuracy, precision, recall, F1-score, and exploring misclassified examples.
  4. Conclusions: Summarizing insights and key findings.

Data Acquisition and EDA¶

In [2]:
import os, shutil, pathlib

original_dir = pathlib.Path("../data/kaggle_dogs_vs_cats/train")
new_base_dir = pathlib.Path("../data/kaggle_dogs_vs_cats_small")

def make_subset(subset_name, start_index, end_index):
    for category in ("cat", "dog"):
        dir = new_base_dir / subset_name / category
        os.makedirs(dir)
        fnames = [f"{category}.{i}.jpg" for i in range(start_index, end_index)]
        for fname in fnames:
            shutil.copyfile(src=original_dir / fname,
                            dst=dir / fname)

make_subset("train", start_index=0, end_index=1000)
make_subset("validation", start_index=1000, end_index=1500)
make_subset("test", start_index=1500, end_index=2500)

Dataset Class and Image Loading¶

In [3]:
import numpy as np
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers
import pathlib
In [4]:
# This should point to the small dataset of the Kaggle Dogs vs Cats competition that was created in a previous notebook
data_folder = pathlib.Path('../data/kaggle_dogs_vs_cats_small')

Loading Image Data into a Dataset class for Training¶

In [5]:
from tensorflow.keras.utils import image_dataset_from_directory

train_dataset = image_dataset_from_directory(
    data_folder / "train",
    image_size=(180, 180),
    batch_size=32)
validation_dataset = image_dataset_from_directory(
    data_folder / "validation",
    image_size=(180, 180),
    batch_size=32)
test_dataset = image_dataset_from_directory(
    data_folder / "test",
    image_size=(180, 180),
    batch_size=32)
Found 2000 files belonging to 2 classes.
Found 1000 files belonging to 2 classes.
Found 2000 files belonging to 2 classes.
2024-12-06 14:59:28.841159: I metal_plugin/src/device/metal_device.cc:1154] Metal device set to: Apple M3
2024-12-06 14:59:28.841185: I metal_plugin/src/device/metal_device.cc:296] systemMemory: 16.00 GB
2024-12-06 14:59:28.841194: I metal_plugin/src/device/metal_device.cc:313] maxCacheSize: 5.33 GB
2024-12-06 14:59:28.841239: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:306] Could not identify NUMA node of platform GPU ID 0, defaulting to 0. Your kernel may not have been built with NUMA support.
2024-12-06 14:59:28.841414: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:272] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 0 MB memory) -> physical PluggableDevice (device: 0, name: METAL, pci bus id: <undefined>)

Custom CNN and Data Augmentation

Custom CNN and Data Augmentation¶

Objective:¶

Build a custom convolutional neural network (CNN) to classify the images into Dogs or Cats. Use data augmentation techniques to improve model generalization.

Key Steps:¶

  1. Define a custom CNN architecture.
  2. Train the model using augmented data.
  3. Save the best model using callbacks.
  4. Plot training and validation performance metrics.
In [6]:
inputs = keras.Input(shape=(180, 180, 3))
x = layers.Rescaling(1./255)(inputs)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)
In [ ]:
 
In [7]:
model.summary()
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_1 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 rescaling (Rescaling)       (None, 180, 180, 3)       0         
                                                                 
 conv2d (Conv2D)             (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d (MaxPooling2  (None, 89, 89, 32)        0         
 D)                                                              
                                                                 
 conv2d_1 (Conv2D)           (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_1 (MaxPoolin  (None, 43, 43, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_2 (Conv2D)           (None, 41, 41, 128)       73856     
                                                                 
 max_pooling2d_2 (MaxPoolin  (None, 20, 20, 128)       0         
 g2D)                                                            
                                                                 
 conv2d_3 (Conv2D)           (None, 18, 18, 256)       295168    
                                                                 
 max_pooling2d_3 (MaxPoolin  (None, 9, 9, 256)         0         
 g2D)                                                            
                                                                 
 conv2d_4 (Conv2D)           (None, 7, 7, 256)         590080    
                                                                 
 flatten (Flatten)           (None, 12544)             0         
                                                                 
 dense (Dense)               (None, 1)                 12545     
                                                                 
=================================================================
Total params: 991041 (3.78 MB)
Trainable params: 991041 (3.78 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [8]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

Running the Model and Callback¶

In [9]:
callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/convnet_from_scratch.h5",  # Use .h5 extension for HDF5 format
        save_best_only=True,
        monitor="val_loss")
]
history = model.fit(
    train_dataset,
    epochs=30,
    validation_data=validation_dataset,
    callbacks=callbacks)
Epoch 1/30
2024-12-06 14:59:35.096620: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:117] Plugin optimizer for device_type GPU is enabled.
63/63 [==============================] - 6s 79ms/step - loss: 0.7342 - accuracy: 0.5225 - val_loss: 0.6900 - val_accuracy: 0.5140
Epoch 2/30
 1/63 [..............................] - ETA: 8s - loss: 0.6893 - accuracy: 0.5312
/Users/avtarsingh/miniconda/envs/tensorflow_metal/lib/python3.10/site-packages/keras/src/engine/training.py:3079: UserWarning: You are saving your model as an HDF5 file via `model.save()`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')`.
  saving_api.save_model(
63/63 [==============================] - 5s 74ms/step - loss: 0.7059 - accuracy: 0.5705 - val_loss: 0.6518 - val_accuracy: 0.6410
Epoch 3/30
63/63 [==============================] - 5s 73ms/step - loss: 0.6494 - accuracy: 0.6585 - val_loss: 0.6121 - val_accuracy: 0.6630
Epoch 4/30
63/63 [==============================] - 5s 74ms/step - loss: 0.6087 - accuracy: 0.6710 - val_loss: 0.6022 - val_accuracy: 0.6760
Epoch 5/30
63/63 [==============================] - 5s 73ms/step - loss: 0.6004 - accuracy: 0.6820 - val_loss: 0.6046 - val_accuracy: 0.6650
Epoch 6/30
63/63 [==============================] - 5s 75ms/step - loss: 0.5804 - accuracy: 0.7085 - val_loss: 0.5746 - val_accuracy: 0.7100
Epoch 7/30
63/63 [==============================] - 5s 73ms/step - loss: 0.5328 - accuracy: 0.7390 - val_loss: 0.5915 - val_accuracy: 0.6770
Epoch 8/30
63/63 [==============================] - 5s 74ms/step - loss: 0.4786 - accuracy: 0.7740 - val_loss: 0.5983 - val_accuracy: 0.6890
Epoch 9/30
63/63 [==============================] - 5s 73ms/step - loss: 0.4479 - accuracy: 0.7865 - val_loss: 0.5670 - val_accuracy: 0.7330
Epoch 10/30
63/63 [==============================] - 5s 74ms/step - loss: 0.4083 - accuracy: 0.8210 - val_loss: 0.6091 - val_accuracy: 0.7020
Epoch 11/30
63/63 [==============================] - 5s 73ms/step - loss: 0.3518 - accuracy: 0.8435 - val_loss: 0.5735 - val_accuracy: 0.7610
Epoch 12/30
63/63 [==============================] - 5s 74ms/step - loss: 0.3161 - accuracy: 0.8695 - val_loss: 0.7889 - val_accuracy: 0.7010
Epoch 13/30
63/63 [==============================] - 5s 73ms/step - loss: 0.2691 - accuracy: 0.8895 - val_loss: 1.0959 - val_accuracy: 0.6940
Epoch 14/30
63/63 [==============================] - 5s 74ms/step - loss: 0.2270 - accuracy: 0.9145 - val_loss: 0.8410 - val_accuracy: 0.7220
Epoch 15/30
63/63 [==============================] - 5s 72ms/step - loss: 0.2021 - accuracy: 0.9320 - val_loss: 0.9223 - val_accuracy: 0.7530
Epoch 16/30
63/63 [==============================] - 5s 73ms/step - loss: 0.1471 - accuracy: 0.9425 - val_loss: 1.4772 - val_accuracy: 0.7020
Epoch 17/30
63/63 [==============================] - 5s 74ms/step - loss: 0.1477 - accuracy: 0.9470 - val_loss: 1.6580 - val_accuracy: 0.6420
Epoch 18/30
63/63 [==============================] - 5s 74ms/step - loss: 0.1093 - accuracy: 0.9650 - val_loss: 1.2084 - val_accuracy: 0.7350
Epoch 19/30
63/63 [==============================] - 5s 75ms/step - loss: 0.1005 - accuracy: 0.9610 - val_loss: 1.3277 - val_accuracy: 0.7300
Epoch 20/30
63/63 [==============================] - 5s 77ms/step - loss: 0.0711 - accuracy: 0.9735 - val_loss: 1.5873 - val_accuracy: 0.7370
Epoch 21/30
63/63 [==============================] - 5s 76ms/step - loss: 0.0609 - accuracy: 0.9760 - val_loss: 1.5827 - val_accuracy: 0.7410
Epoch 22/30
63/63 [==============================] - 5s 75ms/step - loss: 0.0891 - accuracy: 0.9655 - val_loss: 1.5125 - val_accuracy: 0.7370
Epoch 23/30
63/63 [==============================] - 5s 74ms/step - loss: 0.0486 - accuracy: 0.9855 - val_loss: 1.5589 - val_accuracy: 0.7420
Epoch 24/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0453 - accuracy: 0.9885 - val_loss: 2.1474 - val_accuracy: 0.7270
Epoch 25/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0643 - accuracy: 0.9745 - val_loss: 1.6955 - val_accuracy: 0.7330
Epoch 26/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0532 - accuracy: 0.9840 - val_loss: 2.0494 - val_accuracy: 0.7240
Epoch 27/30
63/63 [==============================] - 5s 76ms/step - loss: 0.0356 - accuracy: 0.9865 - val_loss: 1.9547 - val_accuracy: 0.7330
Epoch 28/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0719 - accuracy: 0.9780 - val_loss: 2.0116 - val_accuracy: 0.7500
Epoch 29/30
63/63 [==============================] - 5s 75ms/step - loss: 0.0641 - accuracy: 0.9810 - val_loss: 2.0178 - val_accuracy: 0.7560
Epoch 30/30
63/63 [==============================] - 5s 73ms/step - loss: 0.0686 - accuracy: 0.9850 - val_loss: 2.2003 - val_accuracy: 0.7410

Displaying the Results¶

In [10]:
import matplotlib.pyplot as plt
accuracy = history.history["accuracy"]
val_accuracy = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(accuracy) + 1)
plt.plot(epochs, accuracy, "bo", label="Training accuracy")
plt.plot(epochs, val_accuracy, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

We can see overfitting around epoch 12

Evaluating the model on the test set

In [14]:
test_model = keras.models.load_model("./models/convnet_from_scratch.h5")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")
63/63 [==============================] - 1s 20ms/step - loss: 0.5859 - accuracy: 0.7330
Test accuracy: 0.733

Using data augmentation¶

In [15]:
data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

Displaying some randomly augmented training images

In [16]:
plt.figure(figsize=(10, 10))
for images, _ in train_dataset.take(1):
    for i in range(9):
        augmented_images = data_augmentation(images)
        ax = plt.subplot(3, 3, i + 1)
        plt.imshow(augmented_images[0].numpy().astype("uint8"))
        plt.axis("off")
2024-12-06 15:02:44.915383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.035276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.077659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.116655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.158095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.198931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.239121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.278137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:45.317307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.

Defining a new convnet that includes image augmentation and dropout

Our new model includes two changes compared to the previous one:

  1. data augmentation as the first step
  2. a dropout layer just before the last layer for regularization
In [17]:
inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = layers.Rescaling(1./255)(x)
x = layers.Conv2D(filters=32, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=64, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=128, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.MaxPooling2D(pool_size=2)(x)
x = layers.Conv2D(filters=256, kernel_size=3, activation="relu")(x)
x = layers.Flatten()(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs=inputs, outputs=outputs)

model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])
In [18]:
model.summary()
Model: "model_1"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential (Sequential)     (None, 180, 180, 3)       0         
                                                                 
 rescaling_1 (Rescaling)     (None, 180, 180, 3)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 178, 178, 32)      896       
                                                                 
 max_pooling2d_4 (MaxPoolin  (None, 89, 89, 32)        0         
 g2D)                                                            
                                                                 
 conv2d_6 (Conv2D)           (None, 87, 87, 64)        18496     
                                                                 
 max_pooling2d_5 (MaxPoolin  (None, 43, 43, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_7 (Conv2D)           (None, 41, 41, 128)       73856     
                                                                 
 max_pooling2d_6 (MaxPoolin  (None, 20, 20, 128)       0         
 g2D)                                                            
                                                                 
 conv2d_8 (Conv2D)           (None, 18, 18, 256)       295168    
                                                                 
 max_pooling2d_7 (MaxPoolin  (None, 9, 9, 256)         0         
 g2D)                                                            
                                                                 
 conv2d_9 (Conv2D)           (None, 7, 7, 256)         590080    
                                                                 
 flatten_1 (Flatten)         (None, 12544)             0         
                                                                 
 dropout (Dropout)           (None, 12544)             0         
                                                                 
 dense_1 (Dense)             (None, 1)                 12545     
                                                                 
=================================================================
Total params: 991041 (3.78 MB)
Trainable params: 991041 (3.78 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

Training the Model for 100 Epochs¶

In [19]:
callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/convnet_from_scratch_with_augmentation",
        save_best_only=True,
        monitor="val_loss"
    )
]
history = model.fit(
    train_dataset,
    epochs=100,
    validation_data=validation_dataset,
    callbacks=callbacks)
Epoch 1/100
2024-12-06 15:02:57.874850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.8964 - accuracy: 0.4844  
2024-12-06 15:02:58.222423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:58.343792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 5s - loss: 0.8611 - accuracy: 0.5312
2024-12-06 15:02:58.444260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:58.532833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:58.617517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.7990 - accuracy: 0.4961
2024-12-06 15:02:58.701550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:58.790560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:58.874200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 4s - loss: 0.7777 - accuracy: 0.5057
2024-12-06 15:02:58.958523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.044153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.126685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.7597 - accuracy: 0.5067
2024-12-06 15:02:59.210085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.295648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.379877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.7488 - accuracy: 0.4945
2024-12-06 15:02:59.463218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.547584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.633334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.7404 - accuracy: 0.4984
2024-12-06 15:02:59.729439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.816618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:02:59.904826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.7342 - accuracy: 0.4973
2024-12-06 15:02:59.990804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.079160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.163889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.7305 - accuracy: 0.5024
2024-12-06 15:03:00.249296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.338134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.424339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.7266 - accuracy: 0.5065
2024-12-06 15:03:00.554085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.656367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.742099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.7233 - accuracy: 0.5059
2024-12-06 15:03:00.828582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:00.914085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.001096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.7208 - accuracy: 0.5045
2024-12-06 15:03:01.089235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.174929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.261382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.7185 - accuracy: 0.5049
2024-12-06 15:03:01.346053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.431734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.515758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.7194 - accuracy: 0.5114
2024-12-06 15:03:01.606109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.691665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.776155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.7190 - accuracy: 0.5071
2024-12-06 15:03:01.863698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:01.954252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.039862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.7180 - accuracy: 0.5066
2024-12-06 15:03:02.124966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.217394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.303038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.7172 - accuracy: 0.5069
2024-12-06 15:03:02.390037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.476159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.562373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.7159 - accuracy: 0.5053
2024-12-06 15:03:02.647106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.737171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.822696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.7146 - accuracy: 0.5056
2024-12-06 15:03:02.907448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:02.991708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:03.074183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.7144 - accuracy: 0.5053
2024-12-06 15:03:03.157886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:03.241682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:03.324326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.7134 - accuracy: 0.5066
2024-12-06 15:03:03.407834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:03.493001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:03.575942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.7132 - accuracy: 0.5075INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 9s 125ms/step - loss: 0.7132 - accuracy: 0.5075 - val_loss: 0.6920 - val_accuracy: 0.5010
Epoch 2/100
2024-12-06 15:03:05.991135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.6958 - accuracy: 0.4688
2024-12-06 15:03:06.175464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.6934 - accuracy: 0.4792
2024-12-06 15:03:06.271160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:06.359850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6940 - accuracy: 0.4531
2024-12-06 15:03:06.447141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.6931 - accuracy: 0.4740
2024-12-06 15:03:06.534784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:06.624504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.6920 - accuracy: 0.4866
2024-12-06 15:03:06.712200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6957 - accuracy: 0.4792
2024-12-06 15:03:06.799616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:06.890241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6956 - accuracy: 0.4844
2024-12-06 15:03:06.976972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6972 - accuracy: 0.4870
2024-12-06 15:03:07.064939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:07.156375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6969 - accuracy: 0.4856
2024-12-06 15:03:07.246461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6965 - accuracy: 0.4854
2024-12-06 15:03:07.340250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:07.428437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.6960 - accuracy: 0.5000
2024-12-06 15:03:07.518331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.6953 - accuracy: 0.5069
2024-12-06 15:03:07.608519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:07.697338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6951 - accuracy: 0.5066
2024-12-06 15:03:07.786238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6946 - accuracy: 0.5074
2024-12-06 15:03:07.890243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:07.980925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6944 - accuracy: 0.5057
2024-12-06 15:03:08.071352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.6938 - accuracy: 0.5095
2024-12-06 15:03:08.162224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6935 - accuracy: 0.5104
2024-12-06 15:03:08.279749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.6937 - accuracy: 0.5000
2024-12-06 15:03:08.381925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:08.470861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6936 - accuracy: 0.4977
2024-12-06 15:03:08.556418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.6936 - accuracy: 0.4946
2024-12-06 15:03:08.640992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:08.726801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.6943 - accuracy: 0.4896
2024-12-06 15:03:08.814800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.6940 - accuracy: 0.4951
2024-12-06 15:03:08.908828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:09.000789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6933 - accuracy: 0.4991
2024-12-06 15:03:09.092935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.6968 - accuracy: 0.5000
2024-12-06 15:03:09.182400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:09.274202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6967 - accuracy: 0.5017
2024-12-06 15:03:09.363426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.6964 - accuracy: 0.5041
2024-12-06 15:03:09.456840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:09.546534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.6962 - accuracy: 0.5040
2024-12-06 15:03:09.632437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.6963 - accuracy: 0.5076
2024-12-06 15:03:09.718347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:09.806078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6966 - accuracy: 0.5045
2024-12-06 15:03:09.896086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.6963 - accuracy: 0.5057
2024-12-06 15:03:09.985251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:10.071833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.6962 - accuracy: 0.5056
2024-12-06 15:03:10.157317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.6959 - accuracy: 0.5060
2024-12-06 15:03:10.243892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:10.328243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.6958 - accuracy: 0.5033
2024-12-06 15:03:10.412474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.6957 - accuracy: 0.5032
2024-12-06 15:03:10.561442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.6958 - accuracy: 0.5031
2024-12-06 15:03:10.648397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:10.739180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.6957 - accuracy: 0.5030
2024-12-06 15:03:10.826939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.6955 - accuracy: 0.5064
2024-12-06 15:03:10.938538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:11.022791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.6952 - accuracy: 0.5091
2024-12-06 15:03:11.108295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.6949 - accuracy: 0.5121
2024-12-06 15:03:11.194951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:11.280902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.6944 - accuracy: 0.5129
2024-12-06 15:03:11.366074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6968 - accuracy: 0.5104
2024-12-06 15:03:11.453351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:11.539204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6967 - accuracy: 0.5118
2024-12-06 15:03:11.624154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6966 - accuracy: 0.5105
2024-12-06 15:03:11.708553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 120ms/step - loss: 0.6966 - accuracy: 0.5105 - val_loss: 0.6911 - val_accuracy: 0.5360
Epoch 3/100
2024-12-06 15:03:13.640536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.6946 - accuracy: 0.4062
2024-12-06 15:03:13.831674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.6921 - accuracy: 0.4688
2024-12-06 15:03:13.925447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:14.011625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6912 - accuracy: 0.4688
2024-12-06 15:03:14.098949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.6898 - accuracy: 0.4948
2024-12-06 15:03:14.189024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:14.275478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6889 - accuracy: 0.4911
2024-12-06 15:03:14.363205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6897 - accuracy: 0.5035
2024-12-06 15:03:14.451432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:14.539483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6891 - accuracy: 0.5063
2024-12-06 15:03:14.624687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6906 - accuracy: 0.5000
2024-12-06 15:03:14.710879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:14.795899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6905 - accuracy: 0.4976
2024-12-06 15:03:14.884400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6899 - accuracy: 0.5000
2024-12-06 15:03:14.973037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:15.060518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.6873 - accuracy: 0.5078
2024-12-06 15:03:15.146144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.6879 - accuracy: 0.5069
2024-12-06 15:03:15.242089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:15.331821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6877 - accuracy: 0.5066
2024-12-06 15:03:15.418193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6850 - accuracy: 0.5223
2024-12-06 15:03:15.506383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:15.592189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6822 - accuracy: 0.5284
2024-12-06 15:03:15.677299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.6799 - accuracy: 0.5312
2024-12-06 15:03:15.806044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.8123 - accuracy: 0.5200
2024-12-06 15:03:15.907122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:15.993854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.8071 - accuracy: 0.5288
2024-12-06 15:03:16.079553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.7975 - accuracy: 0.5402
2024-12-06 15:03:16.166205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:16.252098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.7920 - accuracy: 0.5463
2024-12-06 15:03:16.338044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.7865 - accuracy: 0.5474
2024-12-06 15:03:16.422384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:16.507516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.7828 - accuracy: 0.5479
2024-12-06 15:03:16.593649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.7777 - accuracy: 0.5496
2024-12-06 15:03:16.679332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:16.764401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.7740 - accuracy: 0.5545
2024-12-06 15:03:16.851212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.7688 - accuracy: 0.5549
2024-12-06 15:03:16.940199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:17.025996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.7663 - accuracy: 0.5567
2024-12-06 15:03:17.110596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.7624 - accuracy: 0.5562
2024-12-06 15:03:17.198336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:17.284016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.7607 - accuracy: 0.5564
2024-12-06 15:03:17.371157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.7558 - accuracy: 0.5589
2024-12-06 15:03:17.458904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:17.546211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.7546 - accuracy: 0.5582
2024-12-06 15:03:17.630281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.7504 - accuracy: 0.5618
2024-12-06 15:03:17.717662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:17.809700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.7492 - accuracy: 0.5605
2024-12-06 15:03:17.895236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.7434 - accuracy: 0.5663
2024-12-06 15:03:17.981396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.069305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.7445 - accuracy: 0.5631
2024-12-06 15:03:18.213626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.297513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.380653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.7407 - accuracy: 0.5631
2024-12-06 15:03:18.464983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.549337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.630183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.7376 - accuracy: 0.5647
2024-12-06 15:03:18.711417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.795751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:18.876906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.7340 - accuracy: 0.5645
2024-12-06 15:03:18.959337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:19.042962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:19.125132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.7324 - accuracy: 0.5660
2024-12-06 15:03:19.206185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 115ms/step - loss: 0.7324 - accuracy: 0.5660 - val_loss: 0.6879 - val_accuracy: 0.5170
Epoch 4/100
2024-12-06 15:03:20.983994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.6872 - accuracy: 0.5312
2024-12-06 15:03:21.162382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.7185 - accuracy: 0.4896
2024-12-06 15:03:21.256802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:21.346035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.7040 - accuracy: 0.5391
2024-12-06 15:03:21.431424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.7008 - accuracy: 0.5469
2024-12-06 15:03:21.518741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:21.605434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6928 - accuracy: 0.5714
2024-12-06 15:03:21.690314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6924 - accuracy: 0.5694
2024-12-06 15:03:21.779404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:21.867248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6847 - accuracy: 0.5844
2024-12-06 15:03:21.952998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6779 - accuracy: 0.5885
2024-12-06 15:03:22.041495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:22.130236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6780 - accuracy: 0.5938
2024-12-06 15:03:22.218680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6733 - accuracy: 0.5938
2024-12-06 15:03:22.314565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:22.404397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.6683 - accuracy: 0.6055
2024-12-06 15:03:22.492985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.6812 - accuracy: 0.5955
2024-12-06 15:03:22.581419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:22.667169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6842 - accuracy: 0.5921
2024-12-06 15:03:22.756381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6827 - accuracy: 0.5923
2024-12-06 15:03:22.844796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:22.932012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6832 - accuracy: 0.5846
2024-12-06 15:03:23.069172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.164875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.250020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6807 - accuracy: 0.5845
2024-12-06 15:03:23.339110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.424637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.511306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.6777 - accuracy: 0.5906
2024-12-06 15:03:23.595293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.684164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.773200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6773 - accuracy: 0.5890
2024-12-06 15:03:23.862370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:23.957200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.044971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6756 - accuracy: 0.5929
2024-12-06 15:03:24.131788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.220894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.309159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.6761 - accuracy: 0.5873
2024-12-06 15:03:24.396897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.483624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.573146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6773 - accuracy: 0.5915
2024-12-06 15:03:24.660957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.748936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:24.836660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.6764 - accuracy: 0.5944
2024-12-06 15:03:24.926110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.014402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.100162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.6744 - accuracy: 0.5911
2024-12-06 15:03:25.189945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.278901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.366461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.6759 - accuracy: 0.5882
2024-12-06 15:03:25.457440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.545459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.630369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.6881 - accuracy: 0.5914
2024-12-06 15:03:25.717064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.808377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:25.891054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.6870 - accuracy: 0.5927
2024-12-06 15:03:25.988517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:26.082329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:26.165433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6859 - accuracy: 0.5932
2024-12-06 15:03:26.248285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:26.333518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:26.416644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6845 - accuracy: 0.5960
2024-12-06 15:03:26.498885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:26.583513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 121ms/step - loss: 0.6845 - accuracy: 0.5960 - val_loss: 0.6267 - val_accuracy: 0.6620
Epoch 5/100
2024-12-06 15:03:28.654681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.7589 - accuracy: 0.6042
2024-12-06 15:03:28.856115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:28.950508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.041482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.7440 - accuracy: 0.6198
2024-12-06 15:03:29.135003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.227676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.316515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.7071 - accuracy: 0.6250
2024-12-06 15:03:29.404829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.491842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.582263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6940 - accuracy: 0.6328
2024-12-06 15:03:29.675604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.765905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:29.853108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6766 - accuracy: 0.6438
2024-12-06 15:03:29.940694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.028613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.114595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.6722 - accuracy: 0.6406
2024-12-06 15:03:30.201199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.288490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.371185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6695 - accuracy: 0.6369
2024-12-06 15:03:30.455242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.540355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.627620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6574 - accuracy: 0.6406
2024-12-06 15:03:30.714594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.805503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:30.889182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6546 - accuracy: 0.6447
2024-12-06 15:03:31.005677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.106143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.190369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.6925 - accuracy: 0.6219
2024-12-06 15:03:31.276483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.380178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.463755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6925 - accuracy: 0.6098
2024-12-06 15:03:31.550714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.637547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.724086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6901 - accuracy: 0.6059
2024-12-06 15:03:31.811191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.896847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:31.979762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.6887 - accuracy: 0.6058
2024-12-06 15:03:32.062975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.147472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.232348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6870 - accuracy: 0.6049
2024-12-06 15:03:32.318303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.404668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.489639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.6887 - accuracy: 0.6007
2024-12-06 15:03:32.574091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.659454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.744034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.6863 - accuracy: 0.6042
2024-12-06 15:03:32.828780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.915911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:32.999918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.6811 - accuracy: 0.6042
2024-12-06 15:03:33.085749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.171785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.255325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.6790 - accuracy: 0.6047
2024-12-06 15:03:33.340508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.424554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.505702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.6825 - accuracy: 0.6053
2024-12-06 15:03:33.586335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.667570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.748697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6805 - accuracy: 0.6073
2024-12-06 15:03:33.829346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.910486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:33.992333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.6785 - accuracy: 0.6094
2024-12-06 15:03:34.073519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:34.153830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 96ms/step - loss: 0.6781 - accuracy: 0.6085 - val_loss: 0.8209 - val_accuracy: 0.5300
Epoch 6/100
 1/63 [..............................] - ETA: 8s - loss: 0.8486 - accuracy: 0.4375
2024-12-06 15:03:34.784898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:34.926327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 4s - loss: 0.7046 - accuracy: 0.6172
2024-12-06 15:03:35.010710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.095337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.178724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6958 - accuracy: 0.5536
2024-12-06 15:03:35.262344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.347144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.430956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6741 - accuracy: 0.5906
2024-12-06 15:03:35.513679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.597790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.682963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6722 - accuracy: 0.6058
2024-12-06 15:03:35.811445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.895860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:35.980116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.6615 - accuracy: 0.6074
2024-12-06 15:03:36.073427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.165645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.256544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6529 - accuracy: 0.6217
2024-12-06 15:03:36.345890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.430434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.513936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6429 - accuracy: 0.6349
2024-12-06 15:03:36.597880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.691062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.789518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.6386 - accuracy: 0.6375
2024-12-06 15:03:36.878290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:36.963038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.050368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.6418 - accuracy: 0.6328
2024-12-06 15:03:37.134101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.218939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.301433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.6362 - accuracy: 0.6431
2024-12-06 15:03:37.385416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.470440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.553851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.6369 - accuracy: 0.6406
2024-12-06 15:03:37.637684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.720856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.806638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.6330 - accuracy: 0.6436
2024-12-06 15:03:37.889688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:37.974343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.058208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.6351 - accuracy: 0.6406
2024-12-06 15:03:38.141759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.227354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.312374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.6348 - accuracy: 0.6439
2024-12-06 15:03:38.397015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.481320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.563490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.6376 - accuracy: 0.6420
2024-12-06 15:03:38.646727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.729807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.812520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.6396 - accuracy: 0.6409
2024-12-06 15:03:38.895466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:38.978537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.060851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.6375 - accuracy: 0.6454
2024-12-06 15:03:39.144072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.227973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.311363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.6350 - accuracy: 0.6483
2024-12-06 15:03:39.394519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.475415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.557194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.6364 - accuracy: 0.6482
2024-12-06 15:03:39.638305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.719398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.800484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6366 - accuracy: 0.6465
2024-12-06 15:03:39.882002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:39.961994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:40.041633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.6381 - accuracy: 0.6442
2024-12-06 15:03:40.122669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 115ms/step - loss: 0.6380 - accuracy: 0.6450 - val_loss: 0.6257 - val_accuracy: 0.6470
Epoch 7/100
2024-12-06 15:03:42.061256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.5920 - accuracy: 0.5625
2024-12-06 15:03:42.242913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.6419 - accuracy: 0.5729
2024-12-06 15:03:42.334935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:42.418868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6267 - accuracy: 0.5938
2024-12-06 15:03:42.505129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.6286 - accuracy: 0.5885
2024-12-06 15:03:42.589107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:42.672491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6477 - accuracy: 0.5714
2024-12-06 15:03:42.755952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6463 - accuracy: 0.5903
2024-12-06 15:03:42.840905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:42.926590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6465 - accuracy: 0.5906
2024-12-06 15:03:43.010417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6438 - accuracy: 0.6198
2024-12-06 15:03:43.094704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:43.180061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6386 - accuracy: 0.6322
2024-12-06 15:03:43.267483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6329 - accuracy: 0.6354
2024-12-06 15:03:43.354181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:43.438649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.6421 - accuracy: 0.6289
2024-12-06 15:03:43.522678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.6340 - accuracy: 0.6337
2024-12-06 15:03:43.610556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:43.693906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6288 - accuracy: 0.6365
2024-12-06 15:03:43.779542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6505 - accuracy: 0.6310
2024-12-06 15:03:43.863605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:43.948096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6539 - accuracy: 0.6349
2024-12-06 15:03:44.031205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6520 - accuracy: 0.6328
2024-12-06 15:03:44.115790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:44.200086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.6519 - accuracy: 0.6400
2024-12-06 15:03:44.286000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6530 - accuracy: 0.6366
2024-12-06 15:03:44.369443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:44.455622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2s - loss: 0.6495 - accuracy: 0.6429
2024-12-06 15:03:44.539046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.6433 - accuracy: 0.6469
2024-12-06 15:03:44.624048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:44.707561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.6419 - accuracy: 0.6472
2024-12-06 15:03:44.791468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6439 - accuracy: 0.6477
2024-12-06 15:03:44.876401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:44.961085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.6439 - accuracy: 0.6471
2024-12-06 15:03:45.044058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6428 - accuracy: 0.6450
2024-12-06 15:03:45.128836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:45.212649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.6413 - accuracy: 0.6436
2024-12-06 15:03:45.296750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.6410 - accuracy: 0.6450
2024-12-06 15:03:45.381902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:45.465572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.6368 - accuracy: 0.6500
2024-12-06 15:03:45.549736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6349 - accuracy: 0.6496
2024-12-06 15:03:45.633860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:45.718814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.6364 - accuracy: 0.6468
2024-12-06 15:03:45.802377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.6381 - accuracy: 0.6449
2024-12-06 15:03:45.952765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.6383 - accuracy: 0.6427
2024-12-06 15:03:46.039438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:46.124336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.6374 - accuracy: 0.6443
2024-12-06 15:03:46.208424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.6394 - accuracy: 0.6416
2024-12-06 15:03:46.294374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:46.379614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.6372 - accuracy: 0.6425
2024-12-06 15:03:46.463929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.6366 - accuracy: 0.6412
2024-12-06 15:03:46.549029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:46.634796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.6358 - accuracy: 0.6427
2024-12-06 15:03:46.718582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.6337 - accuracy: 0.6449
2024-12-06 15:03:46.801456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:46.882787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.6329 - accuracy: 0.6456
2024-12-06 15:03:46.963728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.6308 - accuracy: 0.6476
2024-12-06 15:03:47.045241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:47.125832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.6297 - accuracy: 0.6478
2024-12-06 15:03:47.207127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6330 - accuracy: 0.6486
2024-12-06 15:03:47.289329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:47.369865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.6331 - accuracy: 0.6487
2024-12-06 15:03:47.449601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 116ms/step - loss: 0.6323 - accuracy: 0.6490 - val_loss: 0.6050 - val_accuracy: 0.6580
Epoch 8/100
2024-12-06 15:03:49.407539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 9s - loss: 0.6249 - accuracy: 0.6562
2024-12-06 15:03:49.569167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.5901 - accuracy: 0.6875
2024-12-06 15:03:49.661246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:49.745062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6057 - accuracy: 0.6797
2024-12-06 15:03:49.829153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5986 - accuracy: 0.6719
2024-12-06 15:03:49.915281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:49.997815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6185 - accuracy: 0.6652
2024-12-06 15:03:50.082122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6141 - accuracy: 0.6736
2024-12-06 15:03:50.167247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:50.250703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6159 - accuracy: 0.6625
2024-12-06 15:03:50.333502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.6242 - accuracy: 0.6432
2024-12-06 15:03:50.416804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:50.500261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6207 - accuracy: 0.6587
2024-12-06 15:03:50.586306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6137 - accuracy: 0.6562
2024-12-06 15:03:50.669895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:50.753585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.6136 - accuracy: 0.6602
2024-12-06 15:03:50.838500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.6236 - accuracy: 0.6719
2024-12-06 15:03:50.924091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:51.009466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6209 - accuracy: 0.6793
2024-12-06 15:03:51.093037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6092 - accuracy: 0.6845
2024-12-06 15:03:51.179513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:51.264132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6067 - accuracy: 0.6818
2024-12-06 15:03:51.345893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6055 - accuracy: 0.6758
2024-12-06 15:03:51.431561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:51.514629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.6087 - accuracy: 0.6725
2024-12-06 15:03:51.600523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6090 - accuracy: 0.6748
2024-12-06 15:03:51.686391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:51.770761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2s - loss: 0.6036 - accuracy: 0.6775
2024-12-06 15:03:51.853008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.6015 - accuracy: 0.6781
2024-12-06 15:03:51.937150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:52.021715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5979 - accuracy: 0.6815
2024-12-06 15:03:52.104449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6024 - accuracy: 0.6790
2024-12-06 15:03:52.188530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:52.272566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.6027 - accuracy: 0.6792
2024-12-06 15:03:52.355012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6020 - accuracy: 0.6771
2024-12-06 15:03:52.441047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:52.526378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.6015 - accuracy: 0.6757
2024-12-06 15:03:52.608731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.6066 - accuracy: 0.6694
2024-12-06 15:03:52.692010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.6057 - accuracy: 0.6691
2024-12-06 15:03:52.820533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.6261 - accuracy: 0.6646
2024-12-06 15:03:52.904102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:52.990418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6260 - accuracy: 0.6667
2024-12-06 15:03:53.073739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.6251 - accuracy: 0.6641
2024-12-06 15:03:53.157644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:53.244254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.6238 - accuracy: 0.6653
2024-12-06 15:03:53.327493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.6228 - accuracy: 0.6662
2024-12-06 15:03:53.411527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:53.494077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.6193 - accuracy: 0.6706
2024-12-06 15:03:53.577112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.6201 - accuracy: 0.6719
2024-12-06 15:03:53.662055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:53.745656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.6195 - accuracy: 0.6716
2024-12-06 15:03:53.829411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.6155 - accuracy: 0.6757
2024-12-06 15:03:53.912195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:53.997889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.6165 - accuracy: 0.6759
2024-12-06 15:03:54.078167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.6175 - accuracy: 0.6719
2024-12-06 15:03:54.159288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:54.239685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.6199 - accuracy: 0.6689
2024-12-06 15:03:54.319747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.6176 - accuracy: 0.6711
2024-12-06 15:03:54.401102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:54.483154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6158 - accuracy: 0.6734
2024-12-06 15:03:54.563987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.6147 - accuracy: 0.6749
2024-12-06 15:03:54.645682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:54.728168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 114ms/step - loss: 0.6142 - accuracy: 0.6755 - val_loss: 0.5814 - val_accuracy: 0.6890
Epoch 9/100
2024-12-06 15:03:56.648613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.4422 - accuracy: 0.8750
2024-12-06 15:03:56.816828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.5379 - accuracy: 0.8229
2024-12-06 15:03:56.907717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:56.993184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5520 - accuracy: 0.7969
2024-12-06 15:03:57.078835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5885 - accuracy: 0.7240
2024-12-06 15:03:57.162268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:57.247292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6086 - accuracy: 0.7054
2024-12-06 15:03:57.330375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.6126 - accuracy: 0.6667
2024-12-06 15:03:57.413531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:57.498558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6145 - accuracy: 0.6594
2024-12-06 15:03:57.581318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5974 - accuracy: 0.6771
2024-12-06 15:03:57.664980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:57.750894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6060 - accuracy: 0.6755
2024-12-06 15:03:57.835185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6158 - accuracy: 0.6729
2024-12-06 15:03:57.922248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:58.005414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.6241 - accuracy: 0.6660
2024-12-06 15:03:58.089144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.6231 - accuracy: 0.6701
2024-12-06 15:03:58.174687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:58.260555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.6256 - accuracy: 0.6678
2024-12-06 15:03:58.344168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.6222 - accuracy: 0.6726
2024-12-06 15:03:58.429947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:58.514562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.6207 - accuracy: 0.6719
2024-12-06 15:03:58.597388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.6132 - accuracy: 0.6849
2024-12-06 15:03:58.683745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:58.769259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.6131 - accuracy: 0.6825
2024-12-06 15:03:58.851800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.6103 - accuracy: 0.6829
2024-12-06 15:03:58.939170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:59.022906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2s - loss: 0.6112 - accuracy: 0.6842
2024-12-06 15:03:59.107941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.6136 - accuracy: 0.6812
2024-12-06 15:03:59.191649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:59.277128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.6124 - accuracy: 0.6804
2024-12-06 15:03:59.360800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6051 - accuracy: 0.6875
2024-12-06 15:03:59.445012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:59.530000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.6077 - accuracy: 0.6893
2024-12-06 15:03:59.613771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.6008 - accuracy: 0.6936
2024-12-06 15:03:59.697232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:03:59.780343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5976 - accuracy: 0.6959
2024-12-06 15:03:59.898093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5996 - accuracy: 0.6939
2024-12-06 15:03:59.996654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:00.082239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.6001 - accuracy: 0.6930
2024-12-06 15:04:00.166587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.6019 - accuracy: 0.6912
2024-12-06 15:04:00.250514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:00.336011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.6018 - accuracy: 0.6926
2024-12-06 15:04:00.419411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5989 - accuracy: 0.6951
2024-12-06 15:04:00.504269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:00.587192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.5977 - accuracy: 0.6950
2024-12-06 15:04:00.669891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5982 - accuracy: 0.6947
2024-12-06 15:04:00.754077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:00.836752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.5976 - accuracy: 0.6952
2024-12-06 15:04:00.921085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.6024 - accuracy: 0.6942
2024-12-06 15:04:01.005064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:01.090280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.6003 - accuracy: 0.6953
2024-12-06 15:04:01.174059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.6014 - accuracy: 0.6927
2024-12-06 15:04:01.257194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:01.338749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.6010 - accuracy: 0.6932
2024-12-06 15:04:01.420909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.6006 - accuracy: 0.6924
2024-12-06 15:04:01.503236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:01.584760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.6000 - accuracy: 0.6923
2024-12-06 15:04:01.666973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5984 - accuracy: 0.6927
2024-12-06 15:04:01.749837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:01.830569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5961 - accuracy: 0.6936
2024-12-06 15:04:01.911839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5953 - accuracy: 0.6930
2024-12-06 15:04:01.992891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 94ms/step - loss: 0.5941 - accuracy: 0.6940 - val_loss: 0.5863 - val_accuracy: 0.6920
Epoch 10/100
 1/63 [..............................] - ETA: 8s - loss: 0.6661 - accuracy: 0.6562
2024-12-06 15:04:02.629690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:02.774146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 4s - loss: 0.6920 - accuracy: 0.5859
2024-12-06 15:04:02.860467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:02.945327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.029325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.6353 - accuracy: 0.6339
2024-12-06 15:04:03.114474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.197948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.279891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.6174 - accuracy: 0.6562
2024-12-06 15:04:03.363016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.446119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.529496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6142 - accuracy: 0.6587
2024-12-06 15:04:03.614327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.700849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.784056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.6073 - accuracy: 0.6680
2024-12-06 15:04:03.868097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:03.953466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.035777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5968 - accuracy: 0.6753
2024-12-06 15:04:04.118832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.267191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5901 - accuracy: 0.6860
2024-12-06 15:04:04.350582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.436410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.519461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5867 - accuracy: 0.6888
2024-12-06 15:04:04.602805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.687501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.770021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5905 - accuracy: 0.6898
2024-12-06 15:04:04.854776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:04.938115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.021037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5904 - accuracy: 0.6969
2024-12-06 15:04:05.105596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.191261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.274256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.6012 - accuracy: 0.6875
2024-12-06 15:04:05.357784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.444537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.527888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.5949 - accuracy: 0.6944
2024-12-06 15:04:05.610206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.695751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.778334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5978 - accuracy: 0.6883
2024-12-06 15:04:05.861106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:05.947603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.032504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5980 - accuracy: 0.6868
2024-12-06 15:04:06.116469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.202448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.284116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5996 - accuracy: 0.6819
2024-12-06 15:04:06.367994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.453796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.538922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.6007 - accuracy: 0.6797
2024-12-06 15:04:06.621536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.704538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.787369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5992 - accuracy: 0.6789
2024-12-06 15:04:06.870069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:06.954406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.037791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5971 - accuracy: 0.6806
2024-12-06 15:04:07.120961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.205466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.284845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5941 - accuracy: 0.6837
2024-12-06 15:04:07.365730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.446923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.527179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5967 - accuracy: 0.6839
2024-12-06 15:04:07.608545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.690213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.770602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5985 - accuracy: 0.6825
2024-12-06 15:04:07.851192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:07.932146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 115ms/step - loss: 0.5977 - accuracy: 0.6830 - val_loss: 0.5673 - val_accuracy: 0.7010
Epoch 11/100
2024-12-06 15:04:09.910716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 9s - loss: 0.5124 - accuracy: 0.7500
2024-12-06 15:04:10.068772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.5051 - accuracy: 0.8021
2024-12-06 15:04:10.152471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:10.237001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 4s - loss: 0.5391 - accuracy: 0.7422
2024-12-06 15:04:10.320714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5417 - accuracy: 0.7344
2024-12-06 15:04:10.404366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:10.488905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5479 - accuracy: 0.7321
2024-12-06 15:04:10.572720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.5437 - accuracy: 0.7361
2024-12-06 15:04:10.658770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:10.743232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5565 - accuracy: 0.7281
2024-12-06 15:04:10.826157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5673 - accuracy: 0.7109
2024-12-06 15:04:10.911482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:10.996173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.5667 - accuracy: 0.7188
2024-12-06 15:04:11.080839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.5715 - accuracy: 0.7208
2024-12-06 15:04:11.169636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:11.253747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.5765 - accuracy: 0.7188
2024-12-06 15:04:11.338719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5683 - accuracy: 0.7257
2024-12-06 15:04:11.425156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:11.511513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.5726 - accuracy: 0.7204
2024-12-06 15:04:11.594524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5718 - accuracy: 0.7217
2024-12-06 15:04:11.679872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:11.763689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.5711 - accuracy: 0.7230
2024-12-06 15:04:11.846261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5667 - accuracy: 0.7253
2024-12-06 15:04:11.931003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:12.019704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.5604 - accuracy: 0.7300
2024-12-06 15:04:12.104033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5711 - accuracy: 0.7280
2024-12-06 15:04:12.187824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:12.277656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2s - loss: 0.5738 - accuracy: 0.7254
2024-12-06 15:04:12.361244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5691 - accuracy: 0.7260
2024-12-06 15:04:12.446196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:12.530054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5708 - accuracy: 0.7248
2024-12-06 15:04:12.613303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.5757 - accuracy: 0.7188
2024-12-06 15:04:12.733683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5700 - accuracy: 0.7206
2024-12-06 15:04:12.838609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:12.923175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.5735 - accuracy: 0.7196
2024-12-06 15:04:13.007218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5772 - accuracy: 0.7145
2024-12-06 15:04:13.091751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:13.178029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.5809 - accuracy: 0.7097
2024-12-06 15:04:13.264873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.5785 - accuracy: 0.7125
2024-12-06 15:04:13.348768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:13.431997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.5824 - accuracy: 0.7119
2024-12-06 15:04:13.515800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.5831 - accuracy: 0.7137
2024-12-06 15:04:13.599396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:13.685749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.5822 - accuracy: 0.7131
2024-12-06 15:04:13.769479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.5823 - accuracy: 0.7106
2024-12-06 15:04:13.854834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:13.941701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.5823 - accuracy: 0.7094
2024-12-06 15:04:14.023918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.5849 - accuracy: 0.7073
2024-12-06 15:04:14.106751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:14.191395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.5839 - accuracy: 0.7081
2024-12-06 15:04:14.275887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.5813 - accuracy: 0.7091
2024-12-06 15:04:14.361444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:14.450535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.5800 - accuracy: 0.7105
2024-12-06 15:04:14.534686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.5883 - accuracy: 0.7023
2024-12-06 15:04:14.616365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:14.697557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.5890 - accuracy: 0.7003
2024-12-06 15:04:14.777966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.5882 - accuracy: 0.7010
2024-12-06 15:04:14.860053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:14.944060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.5869 - accuracy: 0.7023
2024-12-06 15:04:15.025683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5852 - accuracy: 0.7029
2024-12-06 15:04:15.106759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:15.187944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5842 - accuracy: 0.7031
2024-12-06 15:04:15.268567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 116ms/step - loss: 0.5847 - accuracy: 0.7025 - val_loss: 0.5555 - val_accuracy: 0.7100
Epoch 12/100
2024-12-06 15:04:17.264919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.5133 - accuracy: 0.6875
2024-12-06 15:04:17.434039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.6391 - accuracy: 0.6146
2024-12-06 15:04:17.527146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:17.612893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6251 - accuracy: 0.6172
2024-12-06 15:04:17.695372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5812 - accuracy: 0.6458
2024-12-06 15:04:17.781242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:17.865377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5871 - accuracy: 0.6518
2024-12-06 15:04:17.948110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.5823 - accuracy: 0.6597
2024-12-06 15:04:18.031989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:18.115862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5774 - accuracy: 0.6687
2024-12-06 15:04:18.201232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5728 - accuracy: 0.6719
2024-12-06 15:04:18.286275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:18.369591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.6025 - accuracy: 0.6587
2024-12-06 15:04:18.453728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.6015 - accuracy: 0.6646
2024-12-06 15:04:18.538759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:18.622938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.5949 - accuracy: 0.6680
2024-12-06 15:04:18.707241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5936 - accuracy: 0.6667
2024-12-06 15:04:18.794008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:18.878942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.5847 - accuracy: 0.6743
2024-12-06 15:04:18.962414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5738 - accuracy: 0.6801
2024-12-06 15:04:19.046912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:19.131856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.5767 - accuracy: 0.6747
2024-12-06 15:04:19.214769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5917 - accuracy: 0.6732
2024-12-06 15:04:19.300045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:19.386978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.5886 - accuracy: 0.6775
2024-12-06 15:04:19.470448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5834 - accuracy: 0.6840
2024-12-06 15:04:19.556744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:19.640337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2s - loss: 0.5867 - accuracy: 0.6819
2024-12-06 15:04:19.723367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5825 - accuracy: 0.6865
2024-12-06 15:04:19.809823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:19.892743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5822 - accuracy: 0.6875
2024-12-06 15:04:19.976646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.5753 - accuracy: 0.6960
2024-12-06 15:04:20.061292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:20.146252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5689 - accuracy: 0.6994
2024-12-06 15:04:20.230020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.5728 - accuracy: 0.6970
2024-12-06 15:04:20.315503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:20.398580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5730 - accuracy: 0.6968
2024-12-06 15:04:20.482457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5796 - accuracy: 0.6923
2024-12-06 15:04:20.567447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:20.654775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5780 - accuracy: 0.6935
2024-12-06 15:04:20.770706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:20.869416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:20.952702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5790 - accuracy: 0.6951
2024-12-06 15:04:21.036168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.120164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.204307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5809 - accuracy: 0.6947
2024-12-06 15:04:21.288179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.373032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.456573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5814 - accuracy: 0.6949
2024-12-06 15:04:21.541082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.626748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.712260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5757 - accuracy: 0.6962
2024-12-06 15:04:21.794630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.879916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:21.960611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5901 - accuracy: 0.7001
2024-12-06 15:04:22.042408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:22.123186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:22.203664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5897 - accuracy: 0.6990
2024-12-06 15:04:22.284330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:22.366017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:22.445960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5900 - accuracy: 0.6961
2024-12-06 15:04:22.526513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:22.607755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 94ms/step - loss: 0.5888 - accuracy: 0.6975 - val_loss: 0.5632 - val_accuracy: 0.6930
Epoch 13/100
 1/63 [..............................] - ETA: 9s - loss: 0.5116 - accuracy: 0.8125
2024-12-06 15:04:23.244973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:23.395176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 4s - loss: 0.5646 - accuracy: 0.7656
2024-12-06 15:04:23.478977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:23.564206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:23.648189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5854 - accuracy: 0.7054
2024-12-06 15:04:23.730608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:23.814984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:23.896707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5546 - accuracy: 0.7281
2024-12-06 15:04:23.980358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.066020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.147679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.5456 - accuracy: 0.7380
2024-12-06 15:04:24.229940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.316965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.401182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.5320 - accuracy: 0.7480
2024-12-06 15:04:24.484758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.569925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.652407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5425 - accuracy: 0.7431
2024-12-06 15:04:24.735844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:24.889083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5385 - accuracy: 0.7336
2024-12-06 15:04:24.973128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.057324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.141796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5326 - accuracy: 0.7331
2024-12-06 15:04:25.225637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.311726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.394336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5402 - accuracy: 0.7326
2024-12-06 15:04:25.478540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.562589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.644741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5346 - accuracy: 0.7333
2024-12-06 15:04:25.727573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.812936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:25.894251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.5358 - accuracy: 0.7367
2024-12-06 15:04:25.977183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.061779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.144601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.5394 - accuracy: 0.7344
2024-12-06 15:04:26.228585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.311945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.395118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5451 - accuracy: 0.7268
2024-12-06 15:04:26.478060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.562298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.644996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5449 - accuracy: 0.7247
2024-12-06 15:04:26.728533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.812782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:26.895252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5469 - accuracy: 0.7236
2024-12-06 15:04:26.977927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.064256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.147881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5502 - accuracy: 0.7220
2024-12-06 15:04:27.231508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.315953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.398016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5488 - accuracy: 0.7243
2024-12-06 15:04:27.479887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.567515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.650981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5431 - accuracy: 0.7269
2024-12-06 15:04:27.736612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.819591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:27.900858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5467 - accuracy: 0.7248
2024-12-06 15:04:27.981645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:28.065120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:28.145110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.5569 - accuracy: 0.7246
2024-12-06 15:04:28.225362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:28.374789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5533 - accuracy: 0.7263
2024-12-06 15:04:28.456398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:28.540484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:28.619878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 115ms/step - loss: 0.5535 - accuracy: 0.7250 - val_loss: 0.5380 - val_accuracy: 0.7170
Epoch 14/100
2024-12-06 15:04:30.519775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.7021 - accuracy: 0.5312
2024-12-06 15:04:30.689660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.5342 - accuracy: 0.6979
2024-12-06 15:04:30.781497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:30.868046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5219 - accuracy: 0.7109
2024-12-06 15:04:30.950935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.4717 - accuracy: 0.7708
2024-12-06 15:04:31.036687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:31.122014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.4958 - accuracy: 0.7679
2024-12-06 15:04:31.204987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.4995 - accuracy: 0.7569
2024-12-06 15:04:31.288024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:31.374802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5122 - accuracy: 0.7437
2024-12-06 15:04:31.457948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5025 - accuracy: 0.7526
2024-12-06 15:04:31.545171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:31.630492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4943 - accuracy: 0.7572
2024-12-06 15:04:31.714566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.5068 - accuracy: 0.7417
2024-12-06 15:04:31.800402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:31.888231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.5269 - accuracy: 0.7305
2024-12-06 15:04:31.971428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5353 - accuracy: 0.7257
2024-12-06 15:04:32.060713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:32.148307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.5304 - accuracy: 0.7319
2024-12-06 15:04:32.230568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.5277 - accuracy: 0.7312
2024-12-06 15:04:32.346278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.5242 - accuracy: 0.7372
2024-12-06 15:04:32.449273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:32.532497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.5251 - accuracy: 0.7378
2024-12-06 15:04:32.616397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.5228 - accuracy: 0.7400
2024-12-06 15:04:32.704545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:32.788044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.5229 - accuracy: 0.7452
2024-12-06 15:04:32.872500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.5231 - accuracy: 0.7455
2024-12-06 15:04:32.958514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:33.043319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 2s - loss: 0.5250 - accuracy: 0.7425
2024-12-06 15:04:33.126627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5191 - accuracy: 0.7450
2024-12-06 15:04:33.211876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:33.296089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.5256 - accuracy: 0.7441
2024-12-06 15:04:33.379710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5240 - accuracy: 0.7445
2024-12-06 15:04:33.464741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:33.551163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.5235 - accuracy: 0.7464
2024-12-06 15:04:33.635512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5305 - accuracy: 0.7382
2024-12-06 15:04:33.719988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:33.804679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.5307 - accuracy: 0.7385
2024-12-06 15:04:33.888634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.5284 - accuracy: 0.7398
2024-12-06 15:04:33.974195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:34.058825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.5320 - accuracy: 0.7355
2024-12-06 15:04:34.144106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5323 - accuracy: 0.7351
2024-12-06 15:04:34.261015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.5331 - accuracy: 0.7365
2024-12-06 15:04:34.363217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:34.449032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5324 - accuracy: 0.7375
2024-12-06 15:04:34.532305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.5326 - accuracy: 0.7380
2024-12-06 15:04:34.617026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:34.703365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5335 - accuracy: 0.7376
2024-12-06 15:04:34.786683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.5311 - accuracy: 0.7394
2024-12-06 15:04:34.872494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:34.959860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5328 - accuracy: 0.7377
2024-12-06 15:04:35.044357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.5296 - accuracy: 0.7400
2024-12-06 15:04:35.130201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:35.216646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5305 - accuracy: 0.7413
2024-12-06 15:04:35.297331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.5292 - accuracy: 0.7411
2024-12-06 15:04:35.378568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:35.462933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5273 - accuracy: 0.7429
2024-12-06 15:04:35.543974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.5245 - accuracy: 0.7447
2024-12-06 15:04:35.626592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:35.710651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5250 - accuracy: 0.7453
2024-12-06 15:04:35.791098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5279 - accuracy: 0.7424
2024-12-06 15:04:35.873383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:35.957053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 119ms/step - loss: 0.5274 - accuracy: 0.7425 - val_loss: 0.5091 - val_accuracy: 0.7310
Epoch 15/100
2024-12-06 15:04:38.037818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.5088 - accuracy: 0.7500
2024-12-06 15:04:38.205004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.5388 - accuracy: 0.6875
2024-12-06 15:04:38.297358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:38.384682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5255 - accuracy: 0.7031
2024-12-06 15:04:38.469182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5370 - accuracy: 0.7188
2024-12-06 15:04:38.554315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:38.641993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5421 - accuracy: 0.7188
2024-12-06 15:04:38.724376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.5368 - accuracy: 0.7326
2024-12-06 15:04:38.807568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:38.895833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5497 - accuracy: 0.7219
2024-12-06 15:04:38.979459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5299 - accuracy: 0.7396
2024-12-06 15:04:39.063531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:39.149712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.5330 - accuracy: 0.7428
2024-12-06 15:04:39.233391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.5349 - accuracy: 0.7375
2024-12-06 15:04:39.320525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:39.408184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.5251 - accuracy: 0.7461
2024-12-06 15:04:39.493711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 3s - loss: 0.5255 - accuracy: 0.7463
2024-12-06 15:04:39.579083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.5271 - accuracy: 0.7431
2024-12-06 15:04:39.732862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.5183 - accuracy: 0.7453
2024-12-06 15:04:39.818492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:39.905616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5203 - accuracy: 0.7426
2024-12-06 15:04:39.988136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.5108 - accuracy: 0.7473
2024-12-06 15:04:40.073275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:40.161097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5144 - accuracy: 0.7461
2024-12-06 15:04:40.244786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.5318 - accuracy: 0.7380
2024-12-06 15:04:40.331244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:40.418488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5354 - accuracy: 0.7326
2024-12-06 15:04:40.502713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.5371 - accuracy: 0.7317
2024-12-06 15:04:40.589542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:40.675878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5396 - accuracy: 0.7292
2024-12-06 15:04:40.759350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.5430 - accuracy: 0.7236
2024-12-06 15:04:40.844910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:40.929123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.5449 - accuracy: 0.7235
2024-12-06 15:04:41.011591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.5422 - accuracy: 0.7241
2024-12-06 15:04:41.096824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:41.181484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.5379 - accuracy: 0.7283
2024-12-06 15:04:41.265486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5372 - accuracy: 0.7297
2024-12-06 15:04:41.384155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5400 - accuracy: 0.7292
2024-12-06 15:04:41.487898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:41.572623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.5386 - accuracy: 0.7305
2024-12-06 15:04:41.657082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5376 - accuracy: 0.7321
2024-12-06 15:04:41.742695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:41.827948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.5358 - accuracy: 0.7347
2024-12-06 15:04:41.912039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5347 - accuracy: 0.7340
2024-12-06 15:04:41.997810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:42.082497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.5334 - accuracy: 0.7351
2024-12-06 15:04:42.165922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5307 - accuracy: 0.7376
2024-12-06 15:04:42.255019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:42.339998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.5282 - accuracy: 0.7385
2024-12-06 15:04:42.421709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5246 - accuracy: 0.7414
2024-12-06 15:04:42.507478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:42.595475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.5249 - accuracy: 0.7422
2024-12-06 15:04:42.678389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5260 - accuracy: 0.7402
2024-12-06 15:04:42.764478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:42.846878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.5220 - accuracy: 0.7432
2024-12-06 15:04:42.926691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5223 - accuracy: 0.7440
2024-12-06 15:04:43.009084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:43.089788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.5217 - accuracy: 0.7441
2024-12-06 15:04:43.170777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5232 - accuracy: 0.7432
2024-12-06 15:04:43.254832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:43.336864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5230 - accuracy: 0.7413
2024-12-06 15:04:43.417187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5229 - accuracy: 0.7409
2024-12-06 15:04:43.498789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 96ms/step - loss: 0.5238 - accuracy: 0.7400 - val_loss: 0.5192 - val_accuracy: 0.7400
Epoch 16/100
 1/63 [..............................] - ETA: 9s - loss: 0.5189 - accuracy: 0.6875
2024-12-06 15:04:44.137812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:44.292223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.4931 - accuracy: 0.7188
2024-12-06 15:04:44.376713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:44.461498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.4691 - accuracy: 0.7552
2024-12-06 15:04:44.614746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:44.700994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:44.782713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.4983 - accuracy: 0.7361
2024-12-06 15:04:44.867465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:44.956875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.039200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.5137 - accuracy: 0.7292
2024-12-06 15:04:45.122654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.207573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.290694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.5091 - accuracy: 0.7417
2024-12-06 15:04:45.374874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.460826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.545596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.5262 - accuracy: 0.7396
2024-12-06 15:04:45.629759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.717251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.800067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5394 - accuracy: 0.7366
2024-12-06 15:04:45.882868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:45.969499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.051365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5427 - accuracy: 0.7305
2024-12-06 15:04:46.135144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.221222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.303893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5313 - accuracy: 0.7419
2024-12-06 15:04:46.388066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.475732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.558566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.5287 - accuracy: 0.7490
2024-12-06 15:04:46.641623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.728720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.812233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.5218 - accuracy: 0.7481
2024-12-06 15:04:46.895039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:46.980820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.062843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.5200 - accuracy: 0.7474
2024-12-06 15:04:47.145535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.232462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.315025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.5169 - accuracy: 0.7475
2024-12-06 15:04:47.399211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.552124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.5204 - accuracy: 0.7477
2024-12-06 15:04:47.637343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.722849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.806697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.5198 - accuracy: 0.7507
2024-12-06 15:04:47.892993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:47.980053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.061876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.5192 - accuracy: 0.7487
2024-12-06 15:04:48.144715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.229443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.312718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.5213 - accuracy: 0.7456
2024-12-06 15:04:48.396268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.479982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.564428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.5181 - accuracy: 0.7459
2024-12-06 15:04:48.646107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.734709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.819521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.5151 - accuracy: 0.7478
2024-12-06 15:04:48.899965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:48.981688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:49.061834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.5164 - accuracy: 0.7452
2024-12-06 15:04:49.143186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:49.225594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:49.305805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5142 - accuracy: 0.7465
2024-12-06 15:04:49.387074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:49.468629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:49.548936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 95ms/step - loss: 0.5137 - accuracy: 0.7465 - val_loss: 0.6191 - val_accuracy: 0.7000
Epoch 17/100
 1/63 [..............................] - ETA: 9s - loss: 0.4318 - accuracy: 0.8125
2024-12-06 15:04:50.187973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:50.341567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5078 - accuracy: 0.7500
2024-12-06 15:04:50.425826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:50.511953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:50.596303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5510 - accuracy: 0.6875
2024-12-06 15:04:50.679157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:50.762655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:50.846393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5508 - accuracy: 0.7031
2024-12-06 15:04:50.974193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.079136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.161684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.5316 - accuracy: 0.7260
2024-12-06 15:04:51.244265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.330914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.412897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.5118 - accuracy: 0.7520
2024-12-06 15:04:51.496474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.580878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.663863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.5091 - accuracy: 0.7549
2024-12-06 15:04:51.745962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.831833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:51.915368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.5178 - accuracy: 0.7500
2024-12-06 15:04:51.998128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.083440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.167018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.5124 - accuracy: 0.7525
2024-12-06 15:04:52.251103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.337520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.420676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.5113 - accuracy: 0.7522
2024-12-06 15:04:52.503556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.592889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.676687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5249 - accuracy: 0.7429
2024-12-06 15:04:52.761343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.846402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:52.928450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5366 - accuracy: 0.7344
2024-12-06 15:04:53.011816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.096767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.179742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.5367 - accuracy: 0.7356
2024-12-06 15:04:53.262729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.349768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.433271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.5331 - accuracy: 0.7398
2024-12-06 15:04:53.516064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.600461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.683080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5366 - accuracy: 0.7374
2024-12-06 15:04:53.769036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:53.932308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.5284 - accuracy: 0.7417
2024-12-06 15:04:54.016548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.101374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.184401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5255 - accuracy: 0.7409
2024-12-06 15:04:54.267341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.353350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.437141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5254 - accuracy: 0.7439
2024-12-06 15:04:54.519518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.605421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.688934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.5232 - accuracy: 0.7442
2024-12-06 15:04:54.772533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.859336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:54.940580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.5251 - accuracy: 0.7429
2024-12-06 15:04:55.021324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:55.105374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:55.185473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5264 - accuracy: 0.7417
2024-12-06 15:04:55.266632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:55.348325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:55.427707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.5292 - accuracy: 0.7424
2024-12-06 15:04:55.509331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:55.590843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 7s 118ms/step - loss: 0.5292 - accuracy: 0.7410 - val_loss: 0.4805 - val_accuracy: 0.7680
Epoch 18/100
2024-12-06 15:04:57.655486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.3573 - accuracy: 0.8750
2024-12-06 15:04:57.826360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.4825 - accuracy: 0.7604
2024-12-06 15:04:57.920226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:58.004968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.4809 - accuracy: 0.7422
2024-12-06 15:04:58.088196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.5001 - accuracy: 0.7448
2024-12-06 15:04:58.174343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:58.260427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.4978 - accuracy: 0.7545
2024-12-06 15:04:58.343522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.5064 - accuracy: 0.7396
2024-12-06 15:04:58.433783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:58.518260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5151 - accuracy: 0.7281
2024-12-06 15:04:58.604643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4999 - accuracy: 0.7396
2024-12-06 15:04:58.690214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:58.778037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.5198 - accuracy: 0.7260
2024-12-06 15:04:58.862852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.5156 - accuracy: 0.7344
2024-12-06 15:04:58.949096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.5089 - accuracy: 0.7354
2024-12-06 15:04:59.102977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.4922 - accuracy: 0.7537
2024-12-06 15:04:59.190761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:59.277420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.5011 - accuracy: 0.7517
2024-12-06 15:04:59.361277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.5077 - accuracy: 0.7453
2024-12-06 15:04:59.447296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:59.530593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.5006 - accuracy: 0.7500
2024-12-06 15:04:59.613477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.5003 - accuracy: 0.7514
2024-12-06 15:04:59.701780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:04:59.786170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.5024 - accuracy: 0.7474
2024-12-06 15:04:59.870235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.4908 - accuracy: 0.7548
2024-12-06 15:04:59.954533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:00.040529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.5026 - accuracy: 0.7512
2024-12-06 15:05:00.125705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.4964 - accuracy: 0.7543
2024-12-06 15:05:00.210986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:00.298075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.4960 - accuracy: 0.7531
2024-12-06 15:05:00.380646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.4933 - accuracy: 0.7560
2024-12-06 15:05:00.499384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4977 - accuracy: 0.7557
2024-12-06 15:05:00.605439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:00.694876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5006 - accuracy: 0.7546
2024-12-06 15:05:00.780177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4980 - accuracy: 0.7543
2024-12-06 15:05:00.868267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:00.956540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.4991 - accuracy: 0.7525
2024-12-06 15:05:01.041999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.5090 - accuracy: 0.7492
2024-12-06 15:05:01.129871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:01.224887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.5077 - accuracy: 0.7508
2024-12-06 15:05:01.312761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.5085 - accuracy: 0.7507
2024-12-06 15:05:01.398548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:01.483706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.5057 - accuracy: 0.7529
2024-12-06 15:05:01.568143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4996 - accuracy: 0.7576
2024-12-06 15:05:01.655661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:01.741385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.5004 - accuracy: 0.7582
2024-12-06 15:05:01.824780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.5047 - accuracy: 0.7580
2024-12-06 15:05:01.911467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.5044 - accuracy: 0.7591
2024-12-06 15:05:02.070660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.5017 - accuracy: 0.7631
2024-12-06 15:05:02.159767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:02.246197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.5021 - accuracy: 0.7623
2024-12-06 15:05:02.330867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.4993 - accuracy: 0.7624
2024-12-06 15:05:02.420306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:02.506601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4959 - accuracy: 0.7645
2024-12-06 15:05:02.588793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.4919 - accuracy: 0.7645
2024-12-06 15:05:02.671259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:02.756613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4899 - accuracy: 0.7654
2024-12-06 15:05:02.837051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.4982 - accuracy: 0.7627
2024-12-06 15:05:02.921474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:03.004942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4967 - accuracy: 0.7630
2024-12-06 15:05:03.087566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4972 - accuracy: 0.7631
2024-12-06 15:05:03.171876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:03.253629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 98ms/step - loss: 0.4972 - accuracy: 0.7625 - val_loss: 0.4925 - val_accuracy: 0.7540
Epoch 19/100
 1/63 [..............................] - ETA: 9s - loss: 0.4639 - accuracy: 0.7812
2024-12-06 15:05:03.901793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.057064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5203 - accuracy: 0.7266
2024-12-06 15:05:04.143673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.232812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.317067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5021 - accuracy: 0.7545
2024-12-06 15:05:04.399039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.484313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.568873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4949 - accuracy: 0.7594
2024-12-06 15:05:04.653534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.739765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.822875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4940 - accuracy: 0.7644
2024-12-06 15:05:04.905970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:04.994063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.077533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 3s - loss: 0.4918 - accuracy: 0.7676
2024-12-06 15:05:05.159549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.246417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.329712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.5042 - accuracy: 0.7648
2024-12-06 15:05:05.480820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.582234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.665652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.5139 - accuracy: 0.7571
2024-12-06 15:05:05.747977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.838884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:05.921945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.5113 - accuracy: 0.7588
2024-12-06 15:05:06.006549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.094620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.178566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.5150 - accuracy: 0.7533
2024-12-06 15:05:06.261453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.347662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.430147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.5140 - accuracy: 0.7540
2024-12-06 15:05:06.513841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.601583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.683667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.5058 - accuracy: 0.7574
2024-12-06 15:05:06.767853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.854603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:06.938336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.4967 - accuracy: 0.7618
2024-12-06 15:05:07.021804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.106786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.189853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1s - loss: 0.5003 - accuracy: 0.7570
2024-12-06 15:05:07.270887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.360799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.443926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.4978 - accuracy: 0.7587
2024-12-06 15:05:07.527520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.614619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.698629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.4951 - accuracy: 0.7609
2024-12-06 15:05:07.781724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.870159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:07.954499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.4904 - accuracy: 0.7628
2024-12-06 15:05:08.037897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.127514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.210531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.4904 - accuracy: 0.7620
2024-12-06 15:05:08.294006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.380114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.465913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.4899 - accuracy: 0.7625
2024-12-06 15:05:08.552461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.635065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.715482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.4883 - accuracy: 0.7629
2024-12-06 15:05:08.797003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.881790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:08.962282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4814 - accuracy: 0.7674
2024-12-06 15:05:09.044455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:09.127725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:09.208886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4807 - accuracy: 0.7680
2024-12-06 15:05:09.290205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 96ms/step - loss: 0.4807 - accuracy: 0.7680 - val_loss: 0.6131 - val_accuracy: 0.7290
Epoch 20/100
 1/63 [..............................] - ETA: 10s - loss: 0.4138 - accuracy: 0.8125
2024-12-06 15:05:10.017674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:10.186002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5128 - accuracy: 0.8047
2024-12-06 15:05:10.269747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:10.355216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:10.439691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.5401 - accuracy: 0.7396
2024-12-06 15:05:10.554727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:10.741756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.5354 - accuracy: 0.7292
2024-12-06 15:05:10.988293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.083854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.172652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.5004 - accuracy: 0.7552
2024-12-06 15:05:11.263287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.354771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.445057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.4778 - accuracy: 0.7729
2024-12-06 15:05:11.534861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.629417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.717428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4702 - accuracy: 0.7760
2024-12-06 15:05:11.810300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.906659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:11.994764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.4760 - accuracy: 0.7664
2024-12-06 15:05:12.083795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.177794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.269112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.4780 - accuracy: 0.7708
2024-12-06 15:05:12.363068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.456259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.551271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4825 - accuracy: 0.7697
2024-12-06 15:05:12.640780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.739627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:12.828868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.4898 - accuracy: 0.7635
2024-12-06 15:05:12.917745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.011609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.100395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4847 - accuracy: 0.7689
2024-12-06 15:05:13.192014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.288848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.377458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4836 - accuracy: 0.7682
2024-12-06 15:05:13.467462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.565166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.653467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4952 - accuracy: 0.7644
2024-12-06 15:05:13.744414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.837684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:13.928049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.4976 - accuracy: 0.7645
2024-12-06 15:05:14.021016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:14.114187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.4939 - accuracy: 0.7642
2024-12-06 15:05:14.311022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:14.410998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:14.508646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.4986 - accuracy: 0.7613
2024-12-06 15:05:14.607282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:14.749062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.5003 - accuracy: 0.7602
2024-12-06 15:05:14.843397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:14.948447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4980 - accuracy: 0.7610
2024-12-06 15:05:15.048361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.147732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.238372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4941 - accuracy: 0.7639
2024-12-06 15:05:15.325339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.415285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.496695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4897 - accuracy: 0.7664
2024-12-06 15:05:15.579325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.662658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.743217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4867 - accuracy: 0.7688
2024-12-06 15:05:15.826765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.913634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:15.995845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4802 - accuracy: 0.7717
2024-12-06 15:05:16.077360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:16.160548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 107ms/step - loss: 0.4806 - accuracy: 0.7715 - val_loss: 0.5253 - val_accuracy: 0.7670
Epoch 21/100
 1/63 [..............................] - ETA: 9s - loss: 0.6779 - accuracy: 0.6250
2024-12-06 15:05:16.818943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:16.977593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5637 - accuracy: 0.7344
2024-12-06 15:05:17.062467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.153956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.240834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5210 - accuracy: 0.7500
2024-12-06 15:05:17.325883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.415680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.499128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5158 - accuracy: 0.7594
2024-12-06 15:05:17.582931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.671213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.755588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4972 - accuracy: 0.7692
2024-12-06 15:05:17.884928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:17.994492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.078498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.4918 - accuracy: 0.7754
2024-12-06 15:05:18.164475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.252077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.336075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.4819 - accuracy: 0.7780
2024-12-06 15:05:18.421369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.508749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.594208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.4651 - accuracy: 0.7898
2024-12-06 15:05:18.679701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.771082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:18.856959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.4591 - accuracy: 0.7912
2024-12-06 15:05:18.941360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.030502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.114551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.4733 - accuracy: 0.7857
2024-12-06 15:05:19.201431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.289884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.376059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.4790 - accuracy: 0.7823
2024-12-06 15:05:19.471100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.575702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.669438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.4790 - accuracy: 0.7803
2024-12-06 15:05:19.765266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.863555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:19.957288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4762 - accuracy: 0.7812
2024-12-06 15:05:20.048324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.136425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4780 - accuracy: 0.7829
2024-12-06 15:05:20.289510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.381777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.467545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4802 - accuracy: 0.7805
2024-12-06 15:05:20.555248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.646551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.729561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4818 - accuracy: 0.7812
2024-12-06 15:05:20.814325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.902948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:20.987884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4834 - accuracy: 0.7793
2024-12-06 15:05:21.074320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.174310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.270289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4812 - accuracy: 0.7800
2024-12-06 15:05:21.361789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.451492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.543153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4805 - accuracy: 0.7807
2024-12-06 15:05:21.646080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.740924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:21.826059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4744 - accuracy: 0.7829
2024-12-06 15:05:21.912370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:22.004421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:22.091204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4922 - accuracy: 0.7766
2024-12-06 15:05:22.223337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:22.332426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:22.416916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4956 - accuracy: 0.7755
2024-12-06 15:05:22.504447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:22.592276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 102ms/step - loss: 0.4956 - accuracy: 0.7755 - val_loss: 0.5203 - val_accuracy: 0.7470
Epoch 22/100
 1/63 [..............................] - ETA: 10s - loss: 0.5325 - accuracy: 0.7812
2024-12-06 15:05:23.296238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:23.468589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5281 - accuracy: 0.7734
2024-12-06 15:05:23.560727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:23.655918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:23.745798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.4763 - accuracy: 0.7857
2024-12-06 15:05:23.836710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:23.931044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.021810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4788 - accuracy: 0.7688
2024-12-06 15:05:24.110609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.207523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.297845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4729 - accuracy: 0.7740
2024-12-06 15:05:24.390777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.485566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.574303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.4872 - accuracy: 0.7715
2024-12-06 15:05:24.669314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.761448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:24.849628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.4810 - accuracy: 0.7648
2024-12-06 15:05:25.021476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.128571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.219122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.4646 - accuracy: 0.7756
2024-12-06 15:05:25.313030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.407087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.494591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.4626 - accuracy: 0.7825
2024-12-06 15:05:25.586374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.681779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.772455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.4597 - accuracy: 0.7835
2024-12-06 15:05:25.862780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:25.956474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.045110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.4579 - accuracy: 0.7853
2024-12-06 15:05:26.138587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.232926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.323611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.4757 - accuracy: 0.7767
2024-12-06 15:05:26.413675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.508043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.597466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.4736 - accuracy: 0.7779
2024-12-06 15:05:26.690388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.782976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:26.873645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.4774 - accuracy: 0.7773
2024-12-06 15:05:26.961287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.051875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.141723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4758 - accuracy: 0.7746
2024-12-06 15:05:27.233897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.329727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4728 - accuracy: 0.7743
2024-12-06 15:05:27.485040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.594677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.684291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4708 - accuracy: 0.7760
2024-12-06 15:05:27.779890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.873218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:27.963503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4711 - accuracy: 0.7788
2024-12-06 15:05:28.051406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.149838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.240510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4651 - accuracy: 0.7807
2024-12-06 15:05:28.332574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.424609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.510899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4597 - accuracy: 0.7840
2024-12-06 15:05:28.598317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.688283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.774313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4608 - accuracy: 0.7828
2024-12-06 15:05:28.858886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:28.949913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:29.035980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4590 - accuracy: 0.7835
2024-12-06 15:05:29.122722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:29.211351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 104ms/step - loss: 0.4590 - accuracy: 0.7835 - val_loss: 0.6378 - val_accuracy: 0.7080
Epoch 23/100
 1/63 [..............................] - ETA: 10s - loss: 0.3966 - accuracy: 0.8125
2024-12-06 15:05:29.927772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.096909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5506 - accuracy: 0.7422
2024-12-06 15:05:30.186391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.284228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.377316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.4777 - accuracy: 0.7768
2024-12-06 15:05:30.469472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.565355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.658590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4796 - accuracy: 0.7688
2024-12-06 15:05:30.750217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.844648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:30.939998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4740 - accuracy: 0.7692
2024-12-06 15:05:31.030073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.122441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.207959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4788 - accuracy: 0.7604
2024-12-06 15:05:31.293609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.439780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4832 - accuracy: 0.7552
2024-12-06 15:05:31.539834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.640026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.740234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.4737 - accuracy: 0.7679
2024-12-06 15:05:31.833985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:31.931802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.023616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4682 - accuracy: 0.7695
2024-12-06 15:05:32.118568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.212865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.299928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4684 - accuracy: 0.7731
2024-12-06 15:05:32.387041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.475326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.561872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.4647 - accuracy: 0.7708
2024-12-06 15:05:32.647979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.740878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:32.828639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4802 - accuracy: 0.7661
2024-12-06 15:05:32.915498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.005738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.091099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4779 - accuracy: 0.7691
2024-12-06 15:05:33.176618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.269629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.355326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4763 - accuracy: 0.7668
2024-12-06 15:05:33.439675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.530787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.614843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4856 - accuracy: 0.7626
2024-12-06 15:05:33.698932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.787260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:33.871839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4902 - accuracy: 0.7618
2024-12-06 15:05:33.957580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.045063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.130727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.4864 - accuracy: 0.7633
2024-12-06 15:05:34.214341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.389226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.4845 - accuracy: 0.7656
2024-12-06 15:05:34.474662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.562952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.646115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.4839 - accuracy: 0.7653
2024-12-06 15:05:34.731751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.818932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:34.903408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.4841 - accuracy: 0.7667
2024-12-06 15:05:34.986352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.073304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.153854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.4808 - accuracy: 0.7680
2024-12-06 15:05:35.235617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.320948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.403293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4795 - accuracy: 0.7686
2024-12-06 15:05:35.485590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.570497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:35.651384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 100ms/step - loss: 0.4779 - accuracy: 0.7695 - val_loss: 0.5554 - val_accuracy: 0.7570
Epoch 24/100
 1/63 [..............................] - ETA: 9s - loss: 0.4227 - accuracy: 0.7812
2024-12-06 15:05:36.316303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:36.480410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.4843 - accuracy: 0.7422
2024-12-06 15:05:36.566192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:36.656449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:36.741605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.4749 - accuracy: 0.7448
2024-12-06 15:05:36.831691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:36.920781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.4437 - accuracy: 0.7639
2024-12-06 15:05:37.061122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.161246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.245579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4490 - accuracy: 0.7812
2024-12-06 15:05:37.329522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.416012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.500570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4482 - accuracy: 0.7750
2024-12-06 15:05:37.585411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.674531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.758919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4649 - accuracy: 0.7708
2024-12-06 15:05:37.845656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:37.936151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.022112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.4691 - accuracy: 0.7679
2024-12-06 15:05:38.107299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.196772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.280427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4798 - accuracy: 0.7643
2024-12-06 15:05:38.366467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.456168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.541837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4660 - accuracy: 0.7743
2024-12-06 15:05:38.628118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.719591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.803975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.4591 - accuracy: 0.7812
2024-12-06 15:05:38.888770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:38.976936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.4514 - accuracy: 0.7842
2024-12-06 15:05:39.144570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.234197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.317683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.4748 - accuracy: 0.7830
2024-12-06 15:05:39.403331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.495678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.580408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.4909 - accuracy: 0.7771
2024-12-06 15:05:39.664555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.751897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:39.838248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.4879 - accuracy: 0.7820
2024-12-06 15:05:39.923974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.012675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.096756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.4815 - accuracy: 0.7848
2024-12-06 15:05:40.181811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.275052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.359269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.4815 - accuracy: 0.7839
2024-12-06 15:05:40.444740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.531404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.615055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.4791 - accuracy: 0.7869
2024-12-06 15:05:40.699567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.788967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:40.875376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.4716 - accuracy: 0.7909
2024-12-06 15:05:40.962100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.137700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.4711 - accuracy: 0.7926
2024-12-06 15:05:41.222795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.307577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.388171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.4638 - accuracy: 0.7974
2024-12-06 15:05:41.470486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.554287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.635164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4662 - accuracy: 0.7951
2024-12-06 15:05:41.715752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.801635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:41.882855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4700 - accuracy: 0.7939
2024-12-06 15:05:41.963691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 99ms/step - loss: 0.4681 - accuracy: 0.7945 - val_loss: 0.5338 - val_accuracy: 0.7480
Epoch 25/100
 1/63 [..............................] - ETA: 9s - loss: 0.6657 - accuracy: 0.6250
2024-12-06 15:05:42.639888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:42.799690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5450 - accuracy: 0.6875
2024-12-06 15:05:42.886608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:42.976835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.064416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.4380 - accuracy: 0.7679
2024-12-06 15:05:43.150584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.242683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.329278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4415 - accuracy: 0.7719
2024-12-06 15:05:43.416322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.506929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.593993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4266 - accuracy: 0.7885
2024-12-06 15:05:43.678760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.770269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:43.856319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.4363 - accuracy: 0.7871
2024-12-06 15:05:43.942411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.032011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.114979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.4305 - accuracy: 0.7862
2024-12-06 15:05:44.199537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.291417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.375719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.4487 - accuracy: 0.7798
2024-12-06 15:05:44.462478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.552902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.638404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.4543 - accuracy: 0.7788
2024-12-06 15:05:44.797677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.886882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:44.972061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.4483 - accuracy: 0.7868
2024-12-06 15:05:45.056650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.143312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.227492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.4570 - accuracy: 0.7792
2024-12-06 15:05:45.315004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.405494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.491674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.4588 - accuracy: 0.7785
2024-12-06 15:05:45.577488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.664648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.750365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.4549 - accuracy: 0.7804
2024-12-06 15:05:45.836100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:45.925904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.011903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.4590 - accuracy: 0.7789
2024-12-06 15:05:46.096237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.186043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.272103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.4589 - accuracy: 0.7827
2024-12-06 15:05:46.356581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.445481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.529323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.4529 - accuracy: 0.7860
2024-12-06 15:05:46.614208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.702965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.787026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.4586 - accuracy: 0.7825
2024-12-06 15:05:46.873087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:46.963697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.048340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.4557 - accuracy: 0.7837
2024-12-06 15:05:47.131900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.220926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.305208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.4535 - accuracy: 0.7852
2024-12-06 15:05:47.390811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.476534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.558558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4501 - accuracy: 0.7873
2024-12-06 15:05:47.640525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.801840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4531 - accuracy: 0.7859
2024-12-06 15:05:47.885746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:47.970317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:48.051298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4509 - accuracy: 0.7883
2024-12-06 15:05:48.132649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:48.216645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 120ms/step - loss: 0.4531 - accuracy: 0.7875 - val_loss: 0.4587 - val_accuracy: 0.7750
Epoch 26/100
2024-12-06 15:05:50.253576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.3970 - accuracy: 0.8125
2024-12-06 15:05:50.421243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.4061 - accuracy: 0.7917
2024-12-06 15:05:50.510694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:50.595165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3807 - accuracy: 0.8047
2024-12-06 15:05:50.679886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 4s - loss: 0.3965 - accuracy: 0.8021
2024-12-06 15:05:50.766044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:50.853771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3923 - accuracy: 0.7991
2024-12-06 15:05:50.937582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.3888 - accuracy: 0.8090
2024-12-06 15:05:51.025186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:51.111356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4010 - accuracy: 0.8031
2024-12-06 15:05:51.195320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4058 - accuracy: 0.7995
2024-12-06 15:05:51.284447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:51.369965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4067 - accuracy: 0.7957
2024-12-06 15:05:51.454949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4035 - accuracy: 0.7979
2024-12-06 15:05:51.549826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:51.642104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4210 - accuracy: 0.7865
2024-12-06 15:05:51.793621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:51.897566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:51.982910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.4202 - accuracy: 0.7872
2024-12-06 15:05:52.068579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.157764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.242337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4258 - accuracy: 0.7812
2024-12-06 15:05:52.325562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.416391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.501846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4241 - accuracy: 0.7836
2024-12-06 15:05:52.586307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.673015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.757978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.4289 - accuracy: 0.7865
2024-12-06 15:05:52.842537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:52.932116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.017478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4297 - accuracy: 0.7879
2024-12-06 15:05:53.101002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.191939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.276150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4310 - accuracy: 0.7891
2024-12-06 15:05:53.361241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.449860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.534352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4450 - accuracy: 0.7812
2024-12-06 15:05:53.620154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.709188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:53.793814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4449 - accuracy: 0.7827
2024-12-06 15:05:53.922330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.032878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.118778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4507 - accuracy: 0.7778
2024-12-06 15:05:54.206476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.292168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.378290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4551 - accuracy: 0.7754
2024-12-06 15:05:54.464985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.554099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.638777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4572 - accuracy: 0.7751
2024-12-06 15:05:54.724094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.812658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:54.896384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4520 - accuracy: 0.7778
2024-12-06 15:05:54.981777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.071034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.153150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4492 - accuracy: 0.7818
2024-12-06 15:05:55.237929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.322973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.403191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4430 - accuracy: 0.7854
2024-12-06 15:05:55.485457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.571860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.653875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4397 - accuracy: 0.7888
2024-12-06 15:05:55.736277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:55.820735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 98ms/step - loss: 0.4380 - accuracy: 0.7900 - val_loss: 0.5719 - val_accuracy: 0.7750
Epoch 27/100
 1/63 [..............................] - ETA: 9s - loss: 0.3564 - accuracy: 0.8438
2024-12-06 15:05:56.487879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:56.649663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.5273 - accuracy: 0.7656
2024-12-06 15:05:56.736861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:56.826775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:56.911766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5519 - accuracy: 0.7366
2024-12-06 15:05:56.996385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.084371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.169610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.5060 - accuracy: 0.7688
2024-12-06 15:05:57.254826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.344664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4926 - accuracy: 0.7786
2024-12-06 15:05:57.490240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.599424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.689157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4760 - accuracy: 0.7896
2024-12-06 15:05:57.778197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.867470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:57.953707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4717 - accuracy: 0.7865
2024-12-06 15:05:58.040278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.130937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.218349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.4642 - accuracy: 0.7857
2024-12-06 15:05:58.306341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.397702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.483275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4540 - accuracy: 0.7917
2024-12-06 15:05:58.570911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.660521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.747514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4475 - accuracy: 0.7986
2024-12-06 15:05:58.834987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:58.926066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.012777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.4554 - accuracy: 0.7958
2024-12-06 15:05:59.097286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.186643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.272583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4538 - accuracy: 0.7964
2024-12-06 15:05:59.357520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.444711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.530728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4544 - accuracy: 0.7943
2024-12-06 15:05:59.616129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.706145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.790995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4501 - accuracy: 0.7949
2024-12-06 15:05:59.877403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:05:59.966298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.050940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4496 - accuracy: 0.7909
2024-12-06 15:06:00.138565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.226648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.312723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4499 - accuracy: 0.7889
2024-12-06 15:06:00.442634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.548440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.633256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4508 - accuracy: 0.7891
2024-12-06 15:06:00.720794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.811450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:00.897894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4461 - accuracy: 0.7935
2024-12-06 15:06:00.983323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.072486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.157911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4476 - accuracy: 0.7922
2024-12-06 15:06:01.244378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.336346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.418266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4386 - accuracy: 0.7966
2024-12-06 15:06:01.501074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.586807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.669540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4346 - accuracy: 0.7995
2024-12-06 15:06:01.751711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.837556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:01.919526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4309 - accuracy: 0.8014
2024-12-06 15:06:02.001280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:02.084873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 99ms/step - loss: 0.4289 - accuracy: 0.8025 - val_loss: 0.5725 - val_accuracy: 0.7840
Epoch 28/100
 1/63 [..............................] - ETA: 9s - loss: 0.2991 - accuracy: 0.8438
2024-12-06 15:06:02.763721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:02.925558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.6389 - accuracy: 0.7031
2024-12-06 15:06:03.012373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.101889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.188193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.5392 - accuracy: 0.7366
2024-12-06 15:06:03.274713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.363069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.448336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4987 - accuracy: 0.7625
2024-12-06 15:06:03.536098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.628445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.714826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4927 - accuracy: 0.7578
2024-12-06 15:06:03.800946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:03.972414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4861 - accuracy: 0.7667
2024-12-06 15:06:04.059519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.150648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.236397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4779 - accuracy: 0.7760
2024-12-06 15:06:04.323662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.413423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.500115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.4909 - accuracy: 0.7679
2024-12-06 15:06:04.586798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.676769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.762052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4830 - accuracy: 0.7734
2024-12-06 15:06:04.849040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:04.937903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.023725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4779 - accuracy: 0.7755
2024-12-06 15:06:05.109628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.198229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.281865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.4593 - accuracy: 0.7885
2024-12-06 15:06:05.368456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.456880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.542896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.4620 - accuracy: 0.7871
2024-12-06 15:06:05.630789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.722524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.4576 - accuracy: 0.7929
2024-12-06 15:06:05.881395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:05.972935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.060805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.4575 - accuracy: 0.7903
2024-12-06 15:06:06.150019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.240971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.327500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.4559 - accuracy: 0.7904
2024-12-06 15:06:06.414365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.502256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.586907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.4560 - accuracy: 0.7919
2024-12-06 15:06:06.673130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.766412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:06.852205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.4599 - accuracy: 0.7892
2024-12-06 15:06:06.940700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.030343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.117945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.4517 - accuracy: 0.7944
2024-12-06 15:06:07.204230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.295573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.380854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.4446 - accuracy: 0.7983
2024-12-06 15:06:07.465260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.555967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.641987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.4405 - accuracy: 0.7991
2024-12-06 15:06:07.798816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.886532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:07.968826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.4481 - accuracy: 0.7956
2024-12-06 15:06:08.051277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:08.135630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:08.216958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4447 - accuracy: 0.7984
2024-12-06 15:06:08.298567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:08.382211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:08.463210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 100ms/step - loss: 0.4430 - accuracy: 0.7995 - val_loss: 0.5101 - val_accuracy: 0.7980
Epoch 29/100
 1/63 [..............................] - ETA: 10s - loss: 0.4503 - accuracy: 0.8125
2024-12-06 15:06:09.141315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:09.307069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3928 - accuracy: 0.8438
2024-12-06 15:06:09.395733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:09.484756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:09.571569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3854 - accuracy: 0.8393
2024-12-06 15:06:09.657857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:09.748056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:09.832984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3878 - accuracy: 0.8344
2024-12-06 15:06:09.919833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.008529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.3655 - accuracy: 0.8438
2024-12-06 15:06:10.166702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.272450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.361765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4159 - accuracy: 0.8313
2024-12-06 15:06:10.449123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.535273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.620285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.4217 - accuracy: 0.8142
2024-12-06 15:06:10.707791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.796295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:10.880291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.4189 - accuracy: 0.8051
2024-12-06 15:06:10.966770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.056882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.143101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4156 - accuracy: 0.8034
2024-12-06 15:06:11.231241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.321133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.407080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4287 - accuracy: 0.7951
2024-12-06 15:06:11.491578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.582311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.668114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.4304 - accuracy: 0.8021
2024-12-06 15:06:11.754307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.846361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:11.932817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4345 - accuracy: 0.8011
2024-12-06 15:06:12.060900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.174244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.259953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4305 - accuracy: 0.8047
2024-12-06 15:06:12.352322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.442480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.529779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4306 - accuracy: 0.8045
2024-12-06 15:06:12.616274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.707107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.794414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4297 - accuracy: 0.8036
2024-12-06 15:06:12.879925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:12.971576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.057684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4310 - accuracy: 0.8035
2024-12-06 15:06:13.145409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.238408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.326510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4274 - accuracy: 0.8027
2024-12-06 15:06:13.414904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.507475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.596913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4252 - accuracy: 0.8033
2024-12-06 15:06:13.681210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.773374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:13.858280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4218 - accuracy: 0.8050
2024-12-06 15:06:13.947584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.041889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.123777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4197 - accuracy: 0.8076
2024-12-06 15:06:14.205839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.294957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.380403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4115 - accuracy: 0.8130
2024-12-06 15:06:14.462628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.549957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.632736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.4107 - accuracy: 0.8130
2024-12-06 15:06:14.717017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:14.805022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 101ms/step - loss: 0.4126 - accuracy: 0.8125 - val_loss: 0.5006 - val_accuracy: 0.7860
Epoch 30/100
 1/63 [..............................] - ETA: 10s - loss: 0.2959 - accuracy: 0.9062
2024-12-06 15:06:15.559321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:15.728864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3746 - accuracy: 0.8594
2024-12-06 15:06:15.817063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:15.908560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:15.995021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.4016 - accuracy: 0.8348
2024-12-06 15:06:16.083175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.177814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.264183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3776 - accuracy: 0.8438
2024-12-06 15:06:16.353257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.448683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.537270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.3947 - accuracy: 0.8341
2024-12-06 15:06:16.625161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.719816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.806547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3935 - accuracy: 0.8359
2024-12-06 15:06:16.896643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:16.993355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.081968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.4033 - accuracy: 0.8289
2024-12-06 15:06:17.172709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.266847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.358141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3948 - accuracy: 0.8338
2024-12-06 15:06:17.448835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.549970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.640134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.4058 - accuracy: 0.8238
2024-12-06 15:06:17.732241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.833257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:17.925190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3986 - accuracy: 0.8248
2024-12-06 15:06:18.019340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.117139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.208982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.4056 - accuracy: 0.8177
2024-12-06 15:06:18.301048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.399585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.4035 - accuracy: 0.8163
2024-12-06 15:06:18.577206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.672623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.764209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.4038 - accuracy: 0.8168
2024-12-06 15:06:18.856767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:18.954146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.044108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4041 - accuracy: 0.8197
2024-12-06 15:06:19.136642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.233333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.325364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.4193 - accuracy: 0.8103
2024-12-06 15:06:19.416711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.516330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.606604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4208 - accuracy: 0.8125
2024-12-06 15:06:19.698312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.794680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:19.883127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4180 - accuracy: 0.8151
2024-12-06 15:06:19.972919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.068219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.158013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4186 - accuracy: 0.8150
2024-12-06 15:06:20.249323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.346866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.436666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4227 - accuracy: 0.8148
2024-12-06 15:06:20.525435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.619646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.705328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4259 - accuracy: 0.8136
2024-12-06 15:06:20.790106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.882009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:20.967648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4253 - accuracy: 0.8146
2024-12-06 15:06:21.053350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:21.145881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:21.232093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4228 - accuracy: 0.8160
2024-12-06 15:06:21.354573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:21.460892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 103ms/step - loss: 0.4228 - accuracy: 0.8160 - val_loss: 0.5032 - val_accuracy: 0.7890
Epoch 31/100
 1/63 [..............................] - ETA: 11s - loss: 0.3692 - accuracy: 0.7812
2024-12-06 15:06:22.144287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:22.337870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3338 - accuracy: 0.8125
2024-12-06 15:06:22.438596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:22.540409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:22.633871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3628 - accuracy: 0.8259
2024-12-06 15:06:22.729144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:22.832691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:22.924992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.3693 - accuracy: 0.8313
2024-12-06 15:06:23.020800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.117366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.209231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.3813 - accuracy: 0.8269
2024-12-06 15:06:23.301479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.400279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.488882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3640 - accuracy: 0.8281
2024-12-06 15:06:23.581004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.679867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.769277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3932 - accuracy: 0.8257
2024-12-06 15:06:23.860065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:23.955834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.045993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3937 - accuracy: 0.8267
2024-12-06 15:06:24.135787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.232144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.322061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3907 - accuracy: 0.8250
2024-12-06 15:06:24.412951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.510522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.600748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.3839 - accuracy: 0.8287
2024-12-06 15:06:24.690843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:24.847660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3788 - accuracy: 0.8323
2024-12-06 15:06:24.952647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.048647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.139917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3827 - accuracy: 0.8267
2024-12-06 15:06:25.232048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.331101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.422897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3900 - accuracy: 0.8212
2024-12-06 15:06:25.513458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.615301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.706550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3926 - accuracy: 0.8181
2024-12-06 15:06:25.799681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.898354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:25.989709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3968 - accuracy: 0.8132
2024-12-06 15:06:26.082506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.180272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.272367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3949 - accuracy: 0.8146
2024-12-06 15:06:26.366623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.464637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.556306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4014 - accuracy: 0.8086
2024-12-06 15:06:26.647861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.743097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:26.834093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4009 - accuracy: 0.8088
2024-12-06 15:06:26.924658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.020965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.110454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.4018 - accuracy: 0.8090
2024-12-06 15:06:27.200525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.300566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.389285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.4004 - accuracy: 0.8103
2024-12-06 15:06:27.477531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.570635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.656749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4011 - accuracy: 0.8104
2024-12-06 15:06:27.780142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.888283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:27.975124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3952 - accuracy: 0.8150
2024-12-06 15:06:28.065000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:28.158049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 105ms/step - loss: 0.3952 - accuracy: 0.8150 - val_loss: 0.7259 - val_accuracy: 0.7310
Epoch 32/100
 1/63 [..............................] - ETA: 12s - loss: 0.6624 - accuracy: 0.7188
2024-12-06 15:06:28.854447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 6s - loss: 0.6443 - accuracy: 0.7500
2024-12-06 15:06:29.058308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.156876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.5656 - accuracy: 0.7734
2024-12-06 15:06:29.264051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.369474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.5102 - accuracy: 0.7812
2024-12-06 15:06:29.474668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.576155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.671459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.4635 - accuracy: 0.7937
2024-12-06 15:06:29.776207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.871140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:29.965717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.4546 - accuracy: 0.7885
2024-12-06 15:06:30.065954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.165568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.257553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.4615 - accuracy: 0.7891
2024-12-06 15:06:30.354234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.453624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.546271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.4267 - accuracy: 0.8092
2024-12-06 15:06:30.643171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.738101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:30.830176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.4072 - accuracy: 0.8214
2024-12-06 15:06:30.926437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.082612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.4118 - accuracy: 0.8216
2024-12-06 15:06:31.176906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.270796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.364623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.4098 - accuracy: 0.8241
2024-12-06 15:06:31.463285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.557158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.650571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.4042 - accuracy: 0.8271
2024-12-06 15:06:31.743179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.837952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:31.929668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3988 - accuracy: 0.8258
2024-12-06 15:06:32.024272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.117107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.208756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3991 - accuracy: 0.8264
2024-12-06 15:06:32.303939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.397931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.490310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.4049 - accuracy: 0.8189
2024-12-06 15:06:32.585884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.683103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:32.777663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.4134 - accuracy: 0.8155
2024-12-06 15:06:32.944077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.039208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.133682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.4114 - accuracy: 0.8167
2024-12-06 15:06:33.230492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.327503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.420582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.4070 - accuracy: 0.8197
2024-12-06 15:06:33.519716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.619091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.716443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.4030 - accuracy: 0.8241
2024-12-06 15:06:33.820815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:33.923344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.016064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3936 - accuracy: 0.8281
2024-12-06 15:06:34.123339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.221127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.314781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3926 - accuracy: 0.8262
2024-12-06 15:06:34.408161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.500642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.591769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.4019 - accuracy: 0.8220
2024-12-06 15:06:34.682824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:34.844544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3989 - accuracy: 0.8231
2024-12-06 15:06:34.935777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:35.031131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:35.121796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3976 - accuracy: 0.8240INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 133ms/step - loss: 0.3976 - accuracy: 0.8240 - val_loss: 0.4445 - val_accuracy: 0.8010
Epoch 33/100
2024-12-06 15:06:37.324195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.4896 - accuracy: 0.7500
2024-12-06 15:06:37.506026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.4158 - accuracy: 0.8229
2024-12-06 15:06:37.602001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:37.690605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.4136 - accuracy: 0.7969
2024-12-06 15:06:37.777699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.4090 - accuracy: 0.7865
2024-12-06 15:06:37.866176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:37.953661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.4049 - accuracy: 0.7946
2024-12-06 15:06:38.038835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.4074 - accuracy: 0.7917
2024-12-06 15:06:38.126289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:38.214181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4010 - accuracy: 0.7937
2024-12-06 15:06:38.298214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.4156 - accuracy: 0.7917
2024-12-06 15:06:38.386859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:38.474159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.4101 - accuracy: 0.7957
2024-12-06 15:06:38.567034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.4176 - accuracy: 0.7946
2024-12-06 15:06:38.726496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.4025 - accuracy: 0.8047
2024-12-06 15:06:38.821064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:38.910794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.4020 - accuracy: 0.8051
2024-12-06 15:06:38.997779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3991 - accuracy: 0.8059
2024-12-06 15:06:39.090353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:39.179213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.3889 - accuracy: 0.8156
2024-12-06 15:06:39.268229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3803 - accuracy: 0.8224
2024-12-06 15:06:39.358455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:39.448789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.3742 - accuracy: 0.8247
2024-12-06 15:06:39.536875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3791 - accuracy: 0.8300
2024-12-06 15:06:39.625442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:39.716260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3842 - accuracy: 0.8269
2024-12-06 15:06:39.808344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3930 - accuracy: 0.8270
2024-12-06 15:06:39.902569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:39.990999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.3912 - accuracy: 0.8287
2024-12-06 15:06:40.081478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.3848 - accuracy: 0.8317
2024-12-06 15:06:40.179127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:40.274728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.3891 - accuracy: 0.8311
2024-12-06 15:06:40.371359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3855 - accuracy: 0.8314
2024-12-06 15:06:40.558768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.3873 - accuracy: 0.8281
2024-12-06 15:06:40.663363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.3867 - accuracy: 0.8277
2024-12-06 15:06:40.769344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3881 - accuracy: 0.8255
2024-12-06 15:06:40.886417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.3928 - accuracy: 0.8226
2024-12-06 15:06:41.013286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3922 - accuracy: 0.8232
2024-12-06 15:06:41.143964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3914 - accuracy: 0.8245
2024-12-06 15:06:41.279440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3904 - accuracy: 0.8258
2024-12-06 15:06:41.413897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.3901 - accuracy: 0.8270
2024-12-06 15:06:41.566112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3902 - accuracy: 0.8266
2024-12-06 15:06:41.731834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.3879 - accuracy: 0.8278
2024-12-06 15:06:41.869891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3849 - accuracy: 0.8306
2024-12-06 15:06:42.133419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:42.267491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.3881 - accuracy: 0.8285
2024-12-06 15:06:42.372089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:42.488547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.3892 - accuracy: 0.8288
2024-12-06 15:06:42.593634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:42.703279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3881 - accuracy: 0.8287
2024-12-06 15:06:42.801564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:42.902881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3921 - accuracy: 0.8270
2024-12-06 15:06:43.004261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.100928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.196638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3901 - accuracy: 0.8295
2024-12-06 15:06:43.286891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.382233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.468426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3870 - accuracy: 0.8292
2024-12-06 15:06:43.555317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.647055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.732471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3862 - accuracy: 0.8290
2024-12-06 15:06:43.817066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:43.909275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 9s 140ms/step - loss: 0.3862 - accuracy: 0.8290 - val_loss: 0.4386 - val_accuracy: 0.8050
Epoch 34/100
2024-12-06 15:06:46.163272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.3171 - accuracy: 0.8750
2024-12-06 15:06:46.340885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.3674 - accuracy: 0.8750
2024-12-06 15:06:46.436414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:46.524723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3590 - accuracy: 0.8750
2024-12-06 15:06:46.611823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.3483 - accuracy: 0.8594
2024-12-06 15:06:46.699817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:46.788228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3633 - accuracy: 0.8393
2024-12-06 15:06:46.873614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.4096 - accuracy: 0.8264
2024-12-06 15:06:46.962962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:47.048770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.4009 - accuracy: 0.8281
2024-12-06 15:06:47.132872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.3956 - accuracy: 0.8255
2024-12-06 15:06:47.221935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:47.310685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.3854 - accuracy: 0.8341
2024-12-06 15:06:47.398206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.3851 - accuracy: 0.8348
2024-12-06 15:06:47.546850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3857 - accuracy: 0.8359
2024-12-06 15:06:47.641608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:47.734408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.3921 - accuracy: 0.8309
2024-12-06 15:06:47.822702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3819 - accuracy: 0.8388
2024-12-06 15:06:47.914846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:48.005045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 3s - loss: 0.3757 - accuracy: 0.8391
2024-12-06 15:06:48.092538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3775 - accuracy: 0.8409
2024-12-06 15:06:48.183426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:48.275468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.3749 - accuracy: 0.8397
2024-12-06 15:06:48.364710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3761 - accuracy: 0.8413
2024-12-06 15:06:48.455905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:48.546708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3795 - accuracy: 0.8413
2024-12-06 15:06:48.636668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3871 - accuracy: 0.8393
2024-12-06 15:06:48.731195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:48.824095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3805 - accuracy: 0.8417
2024-12-06 15:06:48.978406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:49.083825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.3909 - accuracy: 0.8379
2024-12-06 15:06:49.187168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:49.303127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.3892 - accuracy: 0.8382
2024-12-06 15:06:49.416198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:49.546732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3891 - accuracy: 0.8403
2024-12-06 15:06:49.666910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:49.816543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3964 - accuracy: 0.8347
2024-12-06 15:06:49.959331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:50.107320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3943 - accuracy: 0.8367
2024-12-06 15:06:50.272542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:50.408984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3927 - accuracy: 0.8356
2024-12-06 15:06:50.555224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:50.688382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.3916 - accuracy: 0.8359
2024-12-06 15:06:50.812543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:50.939850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3896 - accuracy: 0.8356
2024-12-06 15:06:51.044372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.153128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3850 - accuracy: 0.8386
2024-12-06 15:06:51.253744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.355619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.452991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3778 - accuracy: 0.8419
2024-12-06 15:06:51.556277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.653546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.747607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3802 - accuracy: 0.8420
2024-12-06 15:06:51.882960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:51.987651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:52.072936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.3827 - accuracy: 0.8405
2024-12-06 15:06:52.160836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:52.250218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:52.336929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3774 - accuracy: 0.8427
2024-12-06 15:06:52.421664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:52.512031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:52.599402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3846 - accuracy: 0.8400
2024-12-06 15:06:52.684554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 114ms/step - loss: 0.3846 - accuracy: 0.8400 - val_loss: 0.5676 - val_accuracy: 0.7620
Epoch 35/100
 1/63 [..............................] - ETA: 12s - loss: 0.4249 - accuracy: 0.7812
2024-12-06 15:06:53.386722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.3497 - accuracy: 0.8438 
2024-12-06 15:06:53.590387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:53.702115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.2936 - accuracy: 0.8828
2024-12-06 15:06:53.806478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:53.922993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3055 - accuracy: 0.8661
2024-12-06 15:06:54.021042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:54.127708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.3168 - accuracy: 0.8516
2024-12-06 15:06:54.227893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:54.337475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.3092 - accuracy: 0.8500
2024-12-06 15:06:54.443575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:54.555642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.3077 - accuracy: 0.8534
2024-12-06 15:06:54.657221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:54.759836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:54.855913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.3040 - accuracy: 0.8500
2024-12-06 15:06:54.967478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:55.079400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.3123 - accuracy: 0.8474
2024-12-06 15:06:55.262543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:55.367725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3475 - accuracy: 0.8289
2024-12-06 15:06:55.472719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:55.581740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.3296 - accuracy: 0.8393
2024-12-06 15:06:55.685604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:55.793239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.3305 - accuracy: 0.8451
2024-12-06 15:06:55.895816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.000982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.3330 - accuracy: 0.8413
2024-12-06 15:06:56.103881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.208822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3410 - accuracy: 0.8359
2024-12-06 15:06:56.318446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.419847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3415 - accuracy: 0.8396
2024-12-06 15:06:56.520558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.625545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3476 - accuracy: 0.8379
2024-12-06 15:06:56.725621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.824318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:56.921193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.3523 - accuracy: 0.8348
2024-12-06 15:06:57.024820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:57.124983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:57.220955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3487 - accuracy: 0.8388
2024-12-06 15:06:57.331773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:57.439687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3533 - accuracy: 0.8367
2024-12-06 15:06:57.536902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:57.640346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.3541 - accuracy: 0.8377
2024-12-06 15:06:57.742059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:57.922230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.3573 - accuracy: 0.8324
2024-12-06 15:06:58.028793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.124839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.217794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.3567 - accuracy: 0.8298
2024-12-06 15:06:58.318213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.422960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3553 - accuracy: 0.8316
2024-12-06 15:06:58.519855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.628454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3563 - accuracy: 0.8321
2024-12-06 15:06:58.727352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.828255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:58.928115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3591 - accuracy: 0.8322
2024-12-06 15:06:59.028499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.126972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.216779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3560 - accuracy: 0.8339
2024-12-06 15:06:59.310129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.403960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.496580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3535 - accuracy: 0.8359
2024-12-06 15:06:59.590259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.688511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.784329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3526 - accuracy: 0.8375
2024-12-06 15:06:59.887808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:06:59.988786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 9s 141ms/step - loss: 0.3526 - accuracy: 0.8375 - val_loss: 0.4168 - val_accuracy: 0.8240
Epoch 36/100
2024-12-06 15:07:02.341444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.1931 - accuracy: 0.9688
2024-12-06 15:07:02.523041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.3136 - accuracy: 0.8646
2024-12-06 15:07:02.621062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:02.710071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2874 - accuracy: 0.8750
2024-12-06 15:07:02.795394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.2946 - accuracy: 0.8750
2024-12-06 15:07:02.888326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:02.977929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3336 - accuracy: 0.8661
2024-12-06 15:07:03.064494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.3561 - accuracy: 0.8576
2024-12-06 15:07:03.154045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:03.242855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3370 - accuracy: 0.8687
2024-12-06 15:07:03.329180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 4s - loss: 0.3585 - accuracy: 0.8551
2024-12-06 15:07:03.420309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.3719 - accuracy: 0.8438
2024-12-06 15:07:03.550633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.3551 - accuracy: 0.8527
2024-12-06 15:07:03.657989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:03.748793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.3589 - accuracy: 0.8500
2024-12-06 15:07:03.840009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.3523 - accuracy: 0.8529
2024-12-06 15:07:03.931797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:04.027750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.3685 - accuracy: 0.8542
2024-12-06 15:07:04.115690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.3609 - accuracy: 0.8578
2024-12-06 15:07:04.207278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:04.301671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.3672 - accuracy: 0.8542
2024-12-06 15:07:04.387135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.3623 - accuracy: 0.8546
2024-12-06 15:07:04.482461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:04.576689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.3683 - accuracy: 0.8503
2024-12-06 15:07:04.667577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3651 - accuracy: 0.8512
2024-12-06 15:07:04.764179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3719 - accuracy: 0.8486
2024-12-06 15:07:04.934934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3656 - accuracy: 0.8527
2024-12-06 15:07:05.035289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.3684 - accuracy: 0.8481
2024-12-06 15:07:05.139007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3663 - accuracy: 0.8490
2024-12-06 15:07:05.240466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:05.345263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.3681 - accuracy: 0.8478
2024-12-06 15:07:05.451597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3671 - accuracy: 0.8496
2024-12-06 15:07:05.577362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3669 - accuracy: 0.8494
2024-12-06 15:07:05.707671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.3701 - accuracy: 0.8465
2024-12-06 15:07:05.843621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.3687 - accuracy: 0.8473
2024-12-06 15:07:05.989583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3646 - accuracy: 0.8481
2024-12-06 15:07:06.155063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.3636 - accuracy: 0.8488
2024-12-06 15:07:06.324364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3650 - accuracy: 0.8462
2024-12-06 15:07:06.479333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3633 - accuracy: 0.8470
2024-12-06 15:07:06.641326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3642 - accuracy: 0.8461
2024-12-06 15:07:06.794668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3642 - accuracy: 0.8445
2024-12-06 15:07:07.058069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.170204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.3626 - accuracy: 0.8451
2024-12-06 15:07:07.271835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.376163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.470248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3720 - accuracy: 0.8385
2024-12-06 15:07:07.572075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.668940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.759762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3729 - accuracy: 0.8395
2024-12-06 15:07:07.854278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:07.948240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.038803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3655 - accuracy: 0.8420
2024-12-06 15:07:08.130792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.225552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.312390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3662 - accuracy: 0.8421
2024-12-06 15:07:08.399297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.488994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.573357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3609 - accuracy: 0.8432
2024-12-06 15:07:08.658514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.748177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:08.834729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3542 - accuracy: 0.8455
2024-12-06 15:07:08.920826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:09.012118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 116ms/step - loss: 0.3542 - accuracy: 0.8455 - val_loss: 0.5270 - val_accuracy: 0.7880
Epoch 37/100
2024-12-06 15:07:09.736830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 13s - loss: 0.5820 - accuracy: 0.8125
2024-12-06 15:07:09.951793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 10s - loss: 0.5753 - accuracy: 0.7500
2024-12-06 15:07:10.171715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:10.289876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 7s - loss: 0.4699 - accuracy: 0.7688
2024-12-06 15:07:10.395558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:10.501090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.4497 - accuracy: 0.7723
2024-12-06 15:07:10.604882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:10.719272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.4258 - accuracy: 0.7688
2024-12-06 15:07:10.824959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:10.928901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.4170 - accuracy: 0.7812
2024-12-06 15:07:11.027624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.135668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.4232 - accuracy: 0.7861
2024-12-06 15:07:11.241677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.354094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.4148 - accuracy: 0.8047
2024-12-06 15:07:11.453900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.556922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.652731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.4021 - accuracy: 0.8109
2024-12-06 15:07:11.758130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.855121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:11.948507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.3863 - accuracy: 0.8224
2024-12-06 15:07:12.054132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.155560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.252320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.3779 - accuracy: 0.8225
2024-12-06 15:07:12.356488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.455562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.551298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3653 - accuracy: 0.8304
2024-12-06 15:07:12.656435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.755045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:12.850006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.3703 - accuracy: 0.8306
2024-12-06 15:07:12.954407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.054679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.150908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.3679 - accuracy: 0.8314
2024-12-06 15:07:13.265560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.432133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3656 - accuracy: 0.8316
2024-12-06 15:07:13.545289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.642758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.737473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3727 - accuracy: 0.8285
2024-12-06 15:07:13.831715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:13.935173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3729 - accuracy: 0.8273
2024-12-06 15:07:14.035232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:14.142402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.3764 - accuracy: 0.8241
2024-12-06 15:07:14.243004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:14.347211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.3761 - accuracy: 0.8239
2024-12-06 15:07:14.447550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:14.552644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3800 - accuracy: 0.8213
2024-12-06 15:07:14.660994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:14.769329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3799 - accuracy: 0.8190
2024-12-06 15:07:14.871766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:14.985061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3771 - accuracy: 0.8199
2024-12-06 15:07:15.085332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.194738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3748 - accuracy: 0.8221
2024-12-06 15:07:15.288170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.398065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3707 - accuracy: 0.8250
2024-12-06 15:07:15.503168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.605216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.700158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.3653 - accuracy: 0.8276
2024-12-06 15:07:15.800839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.903119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:15.999759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3577 - accuracy: 0.8309
2024-12-06 15:07:16.195613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:16.311914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3595 - accuracy: 0.8310
2024-12-06 15:07:16.401209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:16.492811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 117ms/step - loss: 0.3595 - accuracy: 0.8310 - val_loss: 0.5136 - val_accuracy: 0.7870
Epoch 38/100
 1/63 [..............................] - ETA: 12s - loss: 0.2825 - accuracy: 0.8438
2024-12-06 15:07:17.217330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.4343 - accuracy: 0.7656 
2024-12-06 15:07:17.424116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:17.528657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 5s - loss: 0.3715 - accuracy: 0.8062
2024-12-06 15:07:17.633385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:17.736276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3668 - accuracy: 0.8036
2024-12-06 15:07:17.837121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:17.943980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.3611 - accuracy: 0.8090
2024-12-06 15:07:18.039200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.143738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.238648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.4434 - accuracy: 0.7943
2024-12-06 15:07:18.338960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.435415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.532731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.4142 - accuracy: 0.8104
2024-12-06 15:07:18.633126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.731740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:18.827127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.3928 - accuracy: 0.8194
2024-12-06 15:07:18.925006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.026788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.124953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.3818 - accuracy: 0.8229
2024-12-06 15:07:19.231010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.328569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.422918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.3649 - accuracy: 0.8359
2024-12-06 15:07:19.524760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.624287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:19.724212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3726 - accuracy: 0.8329
2024-12-06 15:07:19.827900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:20.029007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.3674 - accuracy: 0.8319
2024-12-06 15:07:20.135713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:20.236899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3700 - accuracy: 0.8302
2024-12-06 15:07:20.341659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:20.451550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3675 - accuracy: 0.8330
2024-12-06 15:07:20.560537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:20.673163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.3660 - accuracy: 0.8313
2024-12-06 15:07:20.769584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:20.876446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3740 - accuracy: 0.8281
2024-12-06 15:07:20.974665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:21.082378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3727 - accuracy: 0.8281
2024-12-06 15:07:21.189993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:21.302108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.3829 - accuracy: 0.8209
2024-12-06 15:07:21.406298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:21.508380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:21.606025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.3847 - accuracy: 0.8189
2024-12-06 15:07:21.719016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:21.821892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3777 - accuracy: 0.8247
2024-12-06 15:07:21.920507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.023203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3699 - accuracy: 0.8294
2024-12-06 15:07:22.125158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.223929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.322178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.3683 - accuracy: 0.8306
2024-12-06 15:07:22.422786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.585694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.3629 - accuracy: 0.8325
2024-12-06 15:07:22.684976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.789188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3589 - accuracy: 0.8335
2024-12-06 15:07:22.888428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:22.990297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:23.085871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.3687 - accuracy: 0.8287
2024-12-06 15:07:23.189075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:23.283930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:23.376350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3673 - accuracy: 0.8294
2024-12-06 15:07:23.468249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:23.565220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:23.657428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3677 - accuracy: 0.8295
2024-12-06 15:07:23.752655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 114ms/step - loss: 0.3677 - accuracy: 0.8295 - val_loss: 0.4219 - val_accuracy: 0.8300
Epoch 39/100
2024-12-06 15:07:24.505943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.2420 - accuracy: 0.8750 
2024-12-06 15:07:24.849296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:24.959664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.3050 - accuracy: 0.8813
2024-12-06 15:07:25.064433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.171484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3366 - accuracy: 0.8527
2024-12-06 15:07:25.271347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.371272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.3540 - accuracy: 0.8472
2024-12-06 15:07:25.474126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.572926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.673036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.3498 - accuracy: 0.8594
2024-12-06 15:07:25.770268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.870546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:25.960331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.3505 - accuracy: 0.8562
2024-12-06 15:07:26.051183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:26.150174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3769 - accuracy: 0.8535
2024-12-06 15:07:26.316846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:26.429924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3652 - accuracy: 0.8586
2024-12-06 15:07:26.528740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:26.624504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:26.716549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.3695 - accuracy: 0.8523
2024-12-06 15:07:26.817942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:26.919145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.3603 - accuracy: 0.8568
2024-12-06 15:07:27.019146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.121811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3645 - accuracy: 0.8510
2024-12-06 15:07:27.222052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.327631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3642 - accuracy: 0.8471
2024-12-06 15:07:27.423673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.522515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.620415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.3614 - accuracy: 0.8488
2024-12-06 15:07:27.723290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.821846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:27.917410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.3616 - accuracy: 0.8548
2024-12-06 15:07:28.022159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.122926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.220631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.3669 - accuracy: 0.8522
2024-12-06 15:07:28.324847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.422118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.519945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3646 - accuracy: 0.8531
2024-12-06 15:07:28.623883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.726560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:28.821492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.3725 - accuracy: 0.8510
2024-12-06 15:07:28.925352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:29.026282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:29.123670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3712 - accuracy: 0.8519
2024-12-06 15:07:29.320076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:29.423008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.3714 - accuracy: 0.8517
2024-12-06 15:07:29.524888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:29.635417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3672 - accuracy: 0.8527
2024-12-06 15:07:29.739925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:29.853437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3594 - accuracy: 0.8566
2024-12-06 15:07:29.955362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.063979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3522 - accuracy: 0.8588
2024-12-06 15:07:30.168939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.278151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.3707 - accuracy: 0.8532
2024-12-06 15:07:30.373378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.469016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.570553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.3718 - accuracy: 0.8501
2024-12-06 15:07:30.668863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.770918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:30.865963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3638 - accuracy: 0.8548
2024-12-06 15:07:30.965717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:31.070287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:31.164451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 114ms/step - loss: 0.3625 - accuracy: 0.8555 - val_loss: 0.5716 - val_accuracy: 0.7930
Epoch 40/100
 1/63 [..............................] - ETA: 12s - loss: 0.1970 - accuracy: 0.9375
2024-12-06 15:07:31.903729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:32.103129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 6s - loss: 0.2338 - accuracy: 0.9062
2024-12-06 15:07:32.208481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:32.316802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.2807 - accuracy: 0.8750
2024-12-06 15:07:32.421692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:32.605427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2877 - accuracy: 0.8750
2024-12-06 15:07:32.720784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:32.822268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:32.918223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.3342 - accuracy: 0.8438
2024-12-06 15:07:33.023980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.124808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.221147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.3896 - accuracy: 0.8237
2024-12-06 15:07:33.316780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.419872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.516858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.3897 - accuracy: 0.8290
2024-12-06 15:07:33.619746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.722162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:33.814866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.3667 - accuracy: 0.8422
2024-12-06 15:07:33.916411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.020511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.3557 - accuracy: 0.8480
2024-12-06 15:07:34.118899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.220013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.3626 - accuracy: 0.8451
2024-12-06 15:07:34.323230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.425887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.522387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.3637 - accuracy: 0.8461
2024-12-06 15:07:34.626121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.725409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:34.820096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3601 - accuracy: 0.8500
2024-12-06 15:07:34.913826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:35.024058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3618 - accuracy: 0.8477
2024-12-06 15:07:35.122156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:35.223242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.3622 - accuracy: 0.8475
2024-12-06 15:07:35.328727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:35.528926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3677 - accuracy: 0.8455
2024-12-06 15:07:35.627059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:35.732741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:35.826905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3648 - accuracy: 0.8454
2024-12-06 15:07:35.924464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.029584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.124329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3626 - accuracy: 0.8460
2024-12-06 15:07:36.223531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.327215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.421330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3604 - accuracy: 0.8479
2024-12-06 15:07:36.521998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.626159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.718058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3549 - accuracy: 0.8522
2024-12-06 15:07:36.821332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:36.928657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3572 - accuracy: 0.8495
2024-12-06 15:07:37.027451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:37.127256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3528 - accuracy: 0.8516
2024-12-06 15:07:37.236483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:37.340932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3490 - accuracy: 0.8530
2024-12-06 15:07:37.440705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:37.543381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.3505 - accuracy: 0.8527
2024-12-06 15:07:37.644452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:37.739808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:37.836285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.3481 - accuracy: 0.8554
2024-12-06 15:07:37.929537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:38.025123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:38.118766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3491 - accuracy: 0.8560
2024-12-06 15:07:38.210930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:38.388824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3479 - accuracy: 0.8560
2024-12-06 15:07:38.504190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 9s 141ms/step - loss: 0.3479 - accuracy: 0.8560 - val_loss: 0.4152 - val_accuracy: 0.8300
Epoch 41/100
2024-12-06 15:07:40.813554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 10s - loss: 0.2528 - accuracy: 0.9375
2024-12-06 15:07:40.982989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.2755 - accuracy: 0.9062
2024-12-06 15:07:41.074273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:41.164570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2761 - accuracy: 0.8984
2024-12-06 15:07:41.249532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.3163 - accuracy: 0.8646
2024-12-06 15:07:41.340492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:41.428465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3029 - accuracy: 0.8705
2024-12-06 15:07:41.513607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.3073 - accuracy: 0.8715
2024-12-06 15:07:41.604059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:41.694255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3203 - accuracy: 0.8656
2024-12-06 15:07:41.797776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.3073 - accuracy: 0.8724
2024-12-06 15:07:41.889133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:41.978743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.3108 - accuracy: 0.8667
2024-12-06 15:07:42.145432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.239789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.327576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.3301 - accuracy: 0.8611
2024-12-06 15:07:42.414420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.509319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.597127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.3244 - accuracy: 0.8646
2024-12-06 15:07:42.685521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.778372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:42.867482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.3159 - accuracy: 0.8698
2024-12-06 15:07:42.953906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:43.044062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:43.130622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.3317 - accuracy: 0.8657
2024-12-06 15:07:43.218375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:43.317040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:43.408648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3257 - accuracy: 0.8677
2024-12-06 15:07:43.499133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:43.597960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.3255 - accuracy: 0.8649
2024-12-06 15:07:43.700365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3252 - accuracy: 0.8633
2024-12-06 15:07:44.670698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:44.878156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.3245 - accuracy: 0.8658
2024-12-06 15:07:45.000436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.119723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.3297 - accuracy: 0.8573
2024-12-06 15:07:45.220520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.327992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.418956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3399 - accuracy: 0.8578
2024-12-06 15:07:45.512112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.605182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.692689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.3393 - accuracy: 0.8583
2024-12-06 15:07:45.817781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:45.927772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.014945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.3430 - accuracy: 0.8553
2024-12-06 15:07:46.108420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.203800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.291812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3360 - accuracy: 0.8597
2024-12-06 15:07:46.381706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.474446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.560176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3380 - accuracy: 0.8588
2024-12-06 15:07:46.649100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.740688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:46.830451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3311 - accuracy: 0.8614
2024-12-06 15:07:46.919242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.009277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.095119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.3315 - accuracy: 0.8605
2024-12-06 15:07:47.180494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.270102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.354634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3336 - accuracy: 0.8576
2024-12-06 15:07:47.441647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.531807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:47.617002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3316 - accuracy: 0.8585
2024-12-06 15:07:47.703363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 121ms/step - loss: 0.3316 - accuracy: 0.8585 - val_loss: 0.5136 - val_accuracy: 0.8090
Epoch 42/100
2024-12-06 15:07:48.490716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.3364 - accuracy: 0.8594 
2024-12-06 15:07:48.700037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:48.810728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.3860 - accuracy: 0.8203
2024-12-06 15:07:48.910204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:49.019696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.4145 - accuracy: 0.8125
2024-12-06 15:07:49.127395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:49.257929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.3866 - accuracy: 0.8281
2024-12-06 15:07:49.373853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:49.503927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.3654 - accuracy: 0.8344
2024-12-06 15:07:49.619868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:49.738319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.3764 - accuracy: 0.8203
2024-12-06 15:07:49.857374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:49.986079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.3551 - accuracy: 0.8250
2024-12-06 15:07:50.099754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:50.209197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:50.302943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.3515 - accuracy: 0.8333
2024-12-06 15:07:50.403358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:50.506278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:07:50.600341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3472 - accuracy: 0.8372
2024-12-06 15:07:50.701148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 46s - loss: 0.3456 - accuracy: 0.8363
2024-12-06 15:08:10.729064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:10.915817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 40s - loss: 0.3631 - accuracy: 0.8329
2024-12-06 15:08:11.037787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.157551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 35s - loss: 0.3724 - accuracy: 0.8338
2024-12-06 15:08:11.290482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.417911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 29s - loss: 0.3639 - accuracy: 0.8382
2024-12-06 15:08:11.516709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.609039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.698278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 24s - loss: 0.3654 - accuracy: 0.8377
2024-12-06 15:08:11.786982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.886562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:11.973884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 20s - loss: 0.3564 - accuracy: 0.8438
2024-12-06 15:08:12.064374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.160537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.252291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 17s - loss: 0.3598 - accuracy: 0.8429
2024-12-06 15:08:12.342945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.436599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.525472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 14s - loss: 0.3589 - accuracy: 0.8391
2024-12-06 15:08:12.615552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.711811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.800094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 11s - loss: 0.3620 - accuracy: 0.8379
2024-12-06 15:08:12.890097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:12.989503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.078237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 9s - loss: 0.3683 - accuracy: 0.8342 
2024-12-06 15:08:13.168074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.268431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.358983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 7s - loss: 0.3664 - accuracy: 0.8361
2024-12-06 15:08:13.536287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.640657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.730338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 5s - loss: 0.3642 - accuracy: 0.8377
2024-12-06 15:08:13.823808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:13.915447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.001307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 3s - loss: 0.3582 - accuracy: 0.8409
2024-12-06 15:08:14.084037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.169345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.249702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2s - loss: 0.3491 - accuracy: 0.8464
2024-12-06 15:08:14.331305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.416097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.497542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3474 - accuracy: 0.8484
2024-12-06 15:08:14.580046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.667020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:14.748660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3494 - accuracy: 0.8475
2024-12-06 15:08:14.830064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 27s 432ms/step - loss: 0.3494 - accuracy: 0.8475 - val_loss: 0.4474 - val_accuracy: 0.8180
Epoch 43/100
 1/63 [..............................] - ETA: 8s - loss: 0.2788 - accuracy: 0.8750
2024-12-06 15:08:15.475446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:15.621466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3447 - accuracy: 0.8672
2024-12-06 15:08:15.707897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:15.797367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:15.881823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3345 - accuracy: 0.8616
2024-12-06 15:08:15.966765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.055584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.139976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3089 - accuracy: 0.8719
2024-12-06 15:08:16.225649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.316697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.400257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.3608 - accuracy: 0.8534
2024-12-06 15:08:16.520040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.622776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.706370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3287 - accuracy: 0.8633
2024-12-06 15:08:16.790642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.878798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:16.963441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.3239 - accuracy: 0.8618
2024-12-06 15:08:17.049006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.137301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.222875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3148 - accuracy: 0.8651
2024-12-06 15:08:17.306577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.398229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.482145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3231 - accuracy: 0.8612
2024-12-06 15:08:17.566785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.656308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.740533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3366 - accuracy: 0.8538
2024-12-06 15:08:17.866695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:17.972544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.057143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.3445 - accuracy: 0.8518
2024-12-06 15:08:18.141188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.228002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.311311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.3424 - accuracy: 0.8529
2024-12-06 15:08:18.396801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.486291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.572030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.3400 - accuracy: 0.8505
2024-12-06 15:08:18.656919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.745845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:18.830872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.3378 - accuracy: 0.8516
2024-12-06 15:08:18.915515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.007874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.090327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.3336 - accuracy: 0.8539
2024-12-06 15:08:19.173546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.262367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.347220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3251 - accuracy: 0.8580
2024-12-06 15:08:19.431642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.523222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.605888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3219 - accuracy: 0.8610
2024-12-06 15:08:19.690947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.778399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:19.861896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 0s - loss: 0.3178 - accuracy: 0.8624
2024-12-06 15:08:19.947523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.037130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.121147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3177 - accuracy: 0.8619
2024-12-06 15:08:20.205289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.290093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.370440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3161 - accuracy: 0.8624
2024-12-06 15:08:20.453265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.579137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3111 - accuracy: 0.8656
2024-12-06 15:08:20.660462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.746624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.827182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3096 - accuracy: 0.8654
2024-12-06 15:08:20.910269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:20.994352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 97ms/step - loss: 0.3083 - accuracy: 0.8665 - val_loss: 0.4773 - val_accuracy: 0.8150
Epoch 44/100
 1/63 [..............................] - ETA: 9s - loss: 0.2533 - accuracy: 0.9062
2024-12-06 15:08:21.621874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:21.774480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3138 - accuracy: 0.8750
2024-12-06 15:08:21.863424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:21.952763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.040076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3351 - accuracy: 0.8482
2024-12-06 15:08:22.126922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.216390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.300622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3006 - accuracy: 0.8687
2024-12-06 15:08:22.384392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.472933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.556362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2936 - accuracy: 0.8726
2024-12-06 15:08:22.641065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.733417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.816169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3170 - accuracy: 0.8613
2024-12-06 15:08:22.899595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:22.989373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.074682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.3159 - accuracy: 0.8618
2024-12-06 15:08:23.158306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.249648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.331432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.3218 - accuracy: 0.8631
2024-12-06 15:08:23.415643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.540240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.3119 - accuracy: 0.8659
2024-12-06 15:08:23.623685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.711478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.795873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.3165 - accuracy: 0.8634
2024-12-06 15:08:23.881277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:23.967148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.049835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.3166 - accuracy: 0.8625
2024-12-06 15:08:24.133281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.220440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.303784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3243 - accuracy: 0.8636
2024-12-06 15:08:24.388953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.477881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.561300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3151 - accuracy: 0.8663
2024-12-06 15:08:24.644904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.733770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.818772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3055 - accuracy: 0.8718
2024-12-06 15:08:24.901728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:24.989785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.072774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.3181 - accuracy: 0.8713
2024-12-06 15:08:25.158227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.243509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.330365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3231 - accuracy: 0.8694
2024-12-06 15:08:25.415398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.506476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.588618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3222 - accuracy: 0.8691
2024-12-06 15:08:25.674722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.766665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:25.850692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.3368 - accuracy: 0.8606
2024-12-06 15:08:25.938587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.093536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.3282 - accuracy: 0.8656
2024-12-06 15:08:26.180292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.273478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.355832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.3348 - accuracy: 0.8610
2024-12-06 15:08:26.437476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.520305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.602181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.3306 - accuracy: 0.8623
2024-12-06 15:08:26.684233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.769968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:26.849884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3260 - accuracy: 0.8629
2024-12-06 15:08:26.931974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:27.016147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:27.096482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 96ms/step - loss: 0.3296 - accuracy: 0.8625 - val_loss: 0.6173 - val_accuracy: 0.7660
Epoch 45/100
 1/63 [..............................] - ETA: 9s - loss: 0.2712 - accuracy: 0.8438
2024-12-06 15:08:27.730873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:27.888042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2655 - accuracy: 0.8750
2024-12-06 15:08:27.971661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.063890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.147179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.2364 - accuracy: 0.8929
2024-12-06 15:08:28.232807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.319015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.401914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.2697 - accuracy: 0.8785
2024-12-06 15:08:28.487519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.617563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.2783 - accuracy: 0.8724
2024-12-06 15:08:28.704063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.792358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:28.877550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.2663 - accuracy: 0.8792
2024-12-06 15:08:28.963533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.054766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.136737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 3s - loss: 0.2860 - accuracy: 0.8750
2024-12-06 15:08:29.221370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.312578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.395381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.2856 - accuracy: 0.8720
2024-12-06 15:08:29.480059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.569341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.654298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2846 - accuracy: 0.8763
2024-12-06 15:08:29.740536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.829030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:29.913318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.2868 - accuracy: 0.8796
2024-12-06 15:08:29.998341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.087361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.172442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.2911 - accuracy: 0.8760
2024-12-06 15:08:30.257485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.349258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.432248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.2866 - accuracy: 0.8788
2024-12-06 15:08:30.515916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.607970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.691141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2927 - accuracy: 0.8724
2024-12-06 15:08:30.775735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.865790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:30.948427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2968 - accuracy: 0.8686
2024-12-06 15:08:31.031524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.121769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.206183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.2947 - accuracy: 0.8705
2024-12-06 15:08:31.336245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.447138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.2954 - accuracy: 0.8707
2024-12-06 15:08:31.539396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.634142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.731560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2979 - accuracy: 0.8684
2024-12-06 15:08:31.819250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:31.915217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.003407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2963 - accuracy: 0.8700
2024-12-06 15:08:32.094009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.186786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.277834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.2943 - accuracy: 0.8703
2024-12-06 15:08:32.366892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.462570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.550690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2878 - accuracy: 0.8739
2024-12-06 15:08:32.635993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.729983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.814389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2851 - accuracy: 0.8766
2024-12-06 15:08:32.901108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:32.992362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:33.076300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2926 - accuracy: 0.8730
2024-12-06 15:08:33.160499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:33.250803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:33.333468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 99ms/step - loss: 0.2935 - accuracy: 0.8725 - val_loss: 0.4942 - val_accuracy: 0.8030
Epoch 46/100
 1/63 [..............................] - ETA: 10s - loss: 0.3480 - accuracy: 0.8750
2024-12-06 15:08:34.019157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.186157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3418 - accuracy: 0.8750
2024-12-06 15:08:34.275886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.376364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.466155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3099 - accuracy: 0.8884
2024-12-06 15:08:34.595264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.712039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.3047 - accuracy: 0.8854
2024-12-06 15:08:34.800813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.897405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:34.992516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.3588 - accuracy: 0.8620
2024-12-06 15:08:35.083129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.181787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.269143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.3505 - accuracy: 0.8667
2024-12-06 15:08:35.361901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.460608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.547856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.3266 - accuracy: 0.8819
2024-12-06 15:08:35.635537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.732696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:35.823251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.3471 - accuracy: 0.8705
2024-12-06 15:08:35.911095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.009368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.098013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.3494 - accuracy: 0.8672
2024-12-06 15:08:36.187143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.285973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.375612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.3462 - accuracy: 0.8669
2024-12-06 15:08:36.464886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.562656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.650818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3455 - accuracy: 0.8667
2024-12-06 15:08:36.741641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.839360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:36.926213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3364 - accuracy: 0.8703
2024-12-06 15:08:37.016465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.115024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.202974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3446 - accuracy: 0.8707
2024-12-06 15:08:37.375175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.485971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.573962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3496 - accuracy: 0.8686
2024-12-06 15:08:37.665882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.760804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:37.849770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.3438 - accuracy: 0.8735
2024-12-06 15:08:37.937340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.035792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.126287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3448 - accuracy: 0.8722
2024-12-06 15:08:38.219385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.319983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.411155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3406 - accuracy: 0.8717
2024-12-06 15:08:38.514340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.622152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.714784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3337 - accuracy: 0.8744
2024-12-06 15:08:38.810583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:38.913304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.003250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3286 - accuracy: 0.8744
2024-12-06 15:08:39.094106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.190580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.274223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.3247 - accuracy: 0.8755
2024-12-06 15:08:39.362620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.457859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.542091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3189 - accuracy: 0.8766
2024-12-06 15:08:39.630687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.720512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.806167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3250 - accuracy: 0.8730
2024-12-06 15:08:39.891955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:39.980157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 106ms/step - loss: 0.3250 - accuracy: 0.8730 - val_loss: 0.4328 - val_accuracy: 0.8180
Epoch 47/100
 1/63 [..............................] - ETA: 11s - loss: 0.3578 - accuracy: 0.8438
2024-12-06 15:08:40.761038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:40.946270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2762 - accuracy: 0.8828
2024-12-06 15:08:41.036967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.138615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.227396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3261 - accuracy: 0.8705
2024-12-06 15:08:41.321282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.419161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.510080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.3212 - accuracy: 0.8750
2024-12-06 15:08:41.602158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.700576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.788639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2941 - accuracy: 0.8774
2024-12-06 15:08:41.879428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:41.978325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.067981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2840 - accuracy: 0.8750
2024-12-06 15:08:42.158248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.258693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.359132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3087 - accuracy: 0.8586
2024-12-06 15:08:42.462126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.568008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.663817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2992 - accuracy: 0.8631
2024-12-06 15:08:42.762873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:42.927055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.2982 - accuracy: 0.8668
2024-12-06 15:08:43.020215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.135388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.3096 - accuracy: 0.8666
2024-12-06 15:08:43.231268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.332227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.421151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.3127 - accuracy: 0.8675
2024-12-06 15:08:43.513249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.607208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.698959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.3223 - accuracy: 0.8613
2024-12-06 15:08:43.790695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.892654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:43.977599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.3184 - accuracy: 0.8643
2024-12-06 15:08:44.067539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.156308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.240847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.3104 - accuracy: 0.8660
2024-12-06 15:08:44.325705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.415782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.499218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.3165 - accuracy: 0.8613
2024-12-06 15:08:44.584398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.678989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:44.766870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.3238 - accuracy: 0.8590
2024-12-06 15:08:44.946084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.064492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.3146 - accuracy: 0.8628
2024-12-06 15:08:45.155839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.261859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.356930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.3133 - accuracy: 0.8642
2024-12-06 15:08:45.460284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.561009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.651449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.3096 - accuracy: 0.8672
2024-12-06 15:08:45.744571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.843480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:45.933132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.3008 - accuracy: 0.8710
2024-12-06 15:08:46.023563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.113221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.200043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.3016 - accuracy: 0.8702
2024-12-06 15:08:46.285234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.376740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.462671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2969 - accuracy: 0.8730
2024-12-06 15:08:46.550918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.644708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:46.729800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2958 - accuracy: 0.8740
2024-12-06 15:08:46.816791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 8s 131ms/step - loss: 0.2958 - accuracy: 0.8740 - val_loss: 0.3992 - val_accuracy: 0.8380
Epoch 48/100
2024-12-06 15:08:49.037318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 12s - loss: 0.1256 - accuracy: 0.9688
2024-12-06 15:08:49.232040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.2582 - accuracy: 0.8750
2024-12-06 15:08:49.334103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:49.427643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2341 - accuracy: 0.8906
2024-12-06 15:08:49.513945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.2410 - accuracy: 0.8906
2024-12-06 15:08:49.609696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:49.703348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.2588 - accuracy: 0.8795
2024-12-06 15:08:49.796415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.2819 - accuracy: 0.8681
2024-12-06 15:08:49.894176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:49.991967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.2888 - accuracy: 0.8687
2024-12-06 15:08:50.081778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.2727 - accuracy: 0.8802
2024-12-06 15:08:50.181836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2633 - accuracy: 0.8870
2024-12-06 15:08:50.283065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:50.386787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2629 - accuracy: 0.8906
2024-12-06 15:08:50.565227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2575 - accuracy: 0.8926
2024-12-06 15:08:50.662553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:50.763286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.2498 - accuracy: 0.8934
2024-12-06 15:08:50.862448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2620 - accuracy: 0.8898
2024-12-06 15:08:50.965956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:51.064563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2598 - accuracy: 0.8922
2024-12-06 15:08:51.160082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2620 - accuracy: 0.8920
2024-12-06 15:08:51.265107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:51.356940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2613 - accuracy: 0.8927
2024-12-06 15:08:51.453467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.2603 - accuracy: 0.8950
2024-12-06 15:08:51.553357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:51.653865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.2595 - accuracy: 0.8978
2024-12-06 15:08:51.749516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2601 - accuracy: 0.8940
2024-12-06 15:08:51.845652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:51.938163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2686 - accuracy: 0.8922
2024-12-06 15:08:52.032286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2758 - accuracy: 0.8917
2024-12-06 15:08:52.185411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2823 - accuracy: 0.8867
2024-12-06 15:08:52.287611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2809 - accuracy: 0.8892
2024-12-06 15:08:52.387843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:52.488130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.2816 - accuracy: 0.8888
2024-12-06 15:08:52.587699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2760 - accuracy: 0.8906
2024-12-06 15:08:52.689824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:52.784453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.2743 - accuracy: 0.8910
2024-12-06 15:08:52.883142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2865 - accuracy: 0.8862
2024-12-06 15:08:52.980026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:53.080453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2869 - accuracy: 0.8875
2024-12-06 15:08:53.178770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2865 - accuracy: 0.8869
2024-12-06 15:08:53.276156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:53.375671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2906 - accuracy: 0.8859
2024-12-06 15:08:53.471503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.2886 - accuracy: 0.8861
2024-12-06 15:08:53.568281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:53.666459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2876 - accuracy: 0.8859
2024-12-06 15:08:53.758228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2848 - accuracy: 0.8876
2024-12-06 15:08:53.958201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2848 - accuracy: 0.8874
2024-12-06 15:08:54.064194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2851 - accuracy: 0.8888
2024-12-06 15:08:54.171249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2859 - accuracy: 0.8866
2024-12-06 15:08:54.268117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:54.357970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.2855 - accuracy: 0.8866
2024-12-06 15:08:54.471432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:54.583892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:54.672275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2820 - accuracy: 0.8898
2024-12-06 15:08:54.769789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:54.862660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:54.951389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2781 - accuracy: 0.8911
2024-12-06 15:08:55.040467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:55.133203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:55.215029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2841 - accuracy: 0.8895
2024-12-06 15:08:55.297926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:55.393907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 110ms/step - loss: 0.2841 - accuracy: 0.8895 - val_loss: 0.4976 - val_accuracy: 0.7990
Epoch 49/100
 1/63 [..............................] - ETA: 11s - loss: 0.5879 - accuracy: 0.7812
2024-12-06 15:08:56.077356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:56.259497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.3426 - accuracy: 0.8594
2024-12-06 15:08:56.419266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:56.533147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:56.616726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3161 - accuracy: 0.8661
2024-12-06 15:08:56.710220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:56.809031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:56.897682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.3161 - accuracy: 0.8625
2024-12-06 15:08:56.987823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.085311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.174096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.3088 - accuracy: 0.8702
2024-12-06 15:08:57.263065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.362747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.450109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.3006 - accuracy: 0.8750
2024-12-06 15:08:57.541185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.640543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.726489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.3053 - accuracy: 0.8766
2024-12-06 15:08:57.810703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:57.912499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.000086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.3056 - accuracy: 0.8693
2024-12-06 15:08:58.091421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.192195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.281317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.3039 - accuracy: 0.8675
2024-12-06 15:08:58.374317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.470053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.556273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.3119 - accuracy: 0.8605
2024-12-06 15:08:58.645215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.739522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:58.824283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.3256 - accuracy: 0.8615
2024-12-06 15:08:58.911294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.080333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.3238 - accuracy: 0.8617
2024-12-06 15:08:59.168822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.263702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.348242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.3264 - accuracy: 0.8568
2024-12-06 15:08:59.434354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.524678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.611858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.3221 - accuracy: 0.8574
2024-12-06 15:08:59.699143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.791415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:08:59.876072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.3194 - accuracy: 0.8594
2024-12-06 15:08:59.961489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.056547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.141760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.3117 - accuracy: 0.8646
2024-12-06 15:09:00.225851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.319273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.404320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.3139 - accuracy: 0.8626
2024-12-06 15:09:00.490234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.585370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.670119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.3104 - accuracy: 0.8640
2024-12-06 15:09:00.754331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.848388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:00.934020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.3111 - accuracy: 0.8634
2024-12-06 15:09:01.018489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.113532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.196163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.3096 - accuracy: 0.8616
2024-12-06 15:09:01.279519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.428437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.3148 - accuracy: 0.8596
2024-12-06 15:09:01.519506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.605383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.686609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3078 - accuracy: 0.8629
2024-12-06 15:09:01.768744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.853465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:01.935300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 102ms/step - loss: 0.3075 - accuracy: 0.8630 - val_loss: 0.5648 - val_accuracy: 0.8130
Epoch 50/100
 1/63 [..............................] - ETA: 10s - loss: 0.3138 - accuracy: 0.8438
2024-12-06 15:09:02.608577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:02.784340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3539 - accuracy: 0.8594
2024-12-06 15:09:02.868971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:02.964162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.048277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.3084 - accuracy: 0.8750
2024-12-06 15:09:03.135893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.233487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.318610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.2988 - accuracy: 0.8750
2024-12-06 15:09:03.407085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.500756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.586226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2634 - accuracy: 0.8894
2024-12-06 15:09:03.672948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.768048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:03.852837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2777 - accuracy: 0.8887
2024-12-06 15:09:03.940308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.032729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.118408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2986 - accuracy: 0.8819
2024-12-06 15:09:04.209505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.364722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.2994 - accuracy: 0.8869
2024-12-06 15:09:04.469144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.564168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.650735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2842 - accuracy: 0.8945
2024-12-06 15:09:04.736601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.831058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:04.915852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.2770 - accuracy: 0.8993
2024-12-06 15:09:05.002001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.098537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.183986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2689 - accuracy: 0.9021
2024-12-06 15:09:05.267775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.363463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.448865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.2670 - accuracy: 0.9044
2024-12-06 15:09:05.534051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.631986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.722812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2615 - accuracy: 0.9071
2024-12-06 15:09:05.815929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:05.923654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:06.012721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2681 - accuracy: 0.9062
2024-12-06 15:09:06.110400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:06.293386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2731 - accuracy: 0.9002
2024-12-06 15:09:06.396895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:06.512620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.2772 - accuracy: 0.8983
2024-12-06 15:09:06.605634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:06.701290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:06.802412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2784 - accuracy: 0.8967
2024-12-06 15:09:06.901912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.006765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2806 - accuracy: 0.8958
2024-12-06 15:09:07.107064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.198325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.296393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2798 - accuracy: 0.8958
2024-12-06 15:09:07.389049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.491206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.581264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.2805 - accuracy: 0.8964
2024-12-06 15:09:07.675176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.776454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:07.862857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2731 - accuracy: 0.8991
2024-12-06 15:09:07.948273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:08.036940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:08.146624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2786 - accuracy: 0.8953
2024-12-06 15:09:08.237148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:08.326028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:08.411971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2797 - accuracy: 0.8942
2024-12-06 15:09:08.496018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:08.659241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 106ms/step - loss: 0.2786 - accuracy: 0.8950 - val_loss: 0.4342 - val_accuracy: 0.8270
Epoch 51/100
 1/63 [..............................] - ETA: 10s - loss: 0.1678 - accuracy: 0.9688
2024-12-06 15:09:09.357207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:09.522411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.1784 - accuracy: 0.9297
2024-12-06 15:09:09.607994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:09.699500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:09.784886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.2670 - accuracy: 0.8973
2024-12-06 15:09:09.871064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:09.968175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.052135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.2488 - accuracy: 0.9125
2024-12-06 15:09:10.138211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.232750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.319391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2829 - accuracy: 0.8942
2024-12-06 15:09:10.410122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.515536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.600896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2761 - accuracy: 0.8984
2024-12-06 15:09:10.685687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.779320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:10.865213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.2750 - accuracy: 0.8964
2024-12-06 15:09:10.949285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.040695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.131221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.2659 - accuracy: 0.8991
2024-12-06 15:09:11.216327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.306170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.394326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2696 - accuracy: 0.8958
2024-12-06 15:09:11.485566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.678340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.2772 - accuracy: 0.8877
2024-12-06 15:09:11.786129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:11.891840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2774 - accuracy: 0.8879
2024-12-06 15:09:11.990749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.092379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2787 - accuracy: 0.8881
2024-12-06 15:09:12.196811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.291774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.387948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.2739 - accuracy: 0.8902
2024-12-06 15:09:12.492649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.602813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2778 - accuracy: 0.8906
2024-12-06 15:09:12.711695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.814631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:12.904943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2772 - accuracy: 0.8878
2024-12-06 15:09:13.001720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.096629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.183304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2738 - accuracy: 0.8876
2024-12-06 15:09:13.279153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.384857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.471351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.2741 - accuracy: 0.8882
2024-12-06 15:09:13.603834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.717929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.801758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2820 - accuracy: 0.8867
2024-12-06 15:09:13.888463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:13.977952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.064291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2807 - accuracy: 0.8860
2024-12-06 15:09:14.148418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.240299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.328166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.2793 - accuracy: 0.8872
2024-12-06 15:09:14.414349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.503332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.586084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2772 - accuracy: 0.8871
2024-12-06 15:09:14.668865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.754473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:14.838532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2756 - accuracy: 0.8875
2024-12-06 15:09:14.921566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:15.008883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:15.091520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2719 - accuracy: 0.8891
2024-12-06 15:09:15.173026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:15.258199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 103ms/step - loss: 0.2715 - accuracy: 0.8890 - val_loss: 0.6089 - val_accuracy: 0.7900
Epoch 52/100
 1/63 [..............................] - ETA: 10s - loss: 0.5718 - accuracy: 0.7812
2024-12-06 15:09:15.933704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.103666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.3098 - accuracy: 0.8906
2024-12-06 15:09:16.190777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.280532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.367779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.3372 - accuracy: 0.8698
2024-12-06 15:09:16.455244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.623239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.3184 - accuracy: 0.8819
2024-12-06 15:09:16.719540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.815070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:16.899613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.3137 - accuracy: 0.8880
2024-12-06 15:09:16.985802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.081868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.167822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.2905 - accuracy: 0.8917
2024-12-06 15:09:17.254213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.350183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.433553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.3039 - accuracy: 0.8837
2024-12-06 15:09:17.522063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.617559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.705401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.2867 - accuracy: 0.8899
2024-12-06 15:09:17.792082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.887825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:17.972518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2821 - accuracy: 0.8880
2024-12-06 15:09:18.058263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.156024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.242463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.2773 - accuracy: 0.8894
2024-12-06 15:09:18.328219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.511098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2764 - accuracy: 0.8869
2024-12-06 15:09:18.602250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.697578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.783020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.2749 - accuracy: 0.8877
2024-12-06 15:09:18.871996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:18.969579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.054663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2s - loss: 0.2773 - accuracy: 0.8857
2024-12-06 15:09:19.140914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.238168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.323516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2688 - accuracy: 0.8906
2024-12-06 15:09:19.410492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.505199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.589472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2781 - accuracy: 0.8857
2024-12-06 15:09:19.674379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.768703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:19.856193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.2782 - accuracy: 0.8857
2024-12-06 15:09:19.941769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.041723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.134732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2755 - accuracy: 0.8879
2024-12-06 15:09:20.231480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.430935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2738 - accuracy: 0.8890
2024-12-06 15:09:20.533058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.634823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.728524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2823 - accuracy: 0.8870
2024-12-06 15:09:20.828999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:20.933461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.026719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2789 - accuracy: 0.8892
2024-12-06 15:09:21.121009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.208151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.295208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2700 - accuracy: 0.8939
2024-12-06 15:09:21.381051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.472696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.556177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2710 - accuracy: 0.8940
2024-12-06 15:09:21.640213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.728591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:21.812480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2722 - accuracy: 0.8940
2024-12-06 15:09:21.896879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 105ms/step - loss: 0.2722 - accuracy: 0.8940 - val_loss: 0.4268 - val_accuracy: 0.8220
Epoch 53/100
 1/63 [..............................] - ETA: 10s - loss: 0.2834 - accuracy: 0.9375
2024-12-06 15:09:22.598912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:22.765178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2319 - accuracy: 0.9531
2024-12-06 15:09:22.853811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:22.948029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.035521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.2592 - accuracy: 0.9152
2024-12-06 15:09:23.188508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.297765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.384090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.2498 - accuracy: 0.9094
2024-12-06 15:09:23.471932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.567753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.656639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2389 - accuracy: 0.9087
2024-12-06 15:09:23.743623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.838897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:23.924608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2383 - accuracy: 0.9023
2024-12-06 15:09:24.012879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.106599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.192795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2540 - accuracy: 0.8964
2024-12-06 15:09:24.281157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.385467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2669 - accuracy: 0.8914
2024-12-06 15:09:24.483443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.574904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.672721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2551 - accuracy: 0.8971
2024-12-06 15:09:24.758741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.849711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:24.935834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.2637 - accuracy: 0.8935
2024-12-06 15:09:25.024967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.114596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.202902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2757 - accuracy: 0.8854
2024-12-06 15:09:25.342595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.451243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.542245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.2745 - accuracy: 0.8845
2024-12-06 15:09:25.639610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.736405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:25.824409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2781 - accuracy: 0.8872
2024-12-06 15:09:25.912729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.008002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.094301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2696 - accuracy: 0.8918
2024-12-06 15:09:26.182751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.272965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.360921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.2665 - accuracy: 0.8914
2024-12-06 15:09:26.450527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.554028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.646689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.2547 - accuracy: 0.8979
2024-12-06 15:09:26.745512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.842828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:26.934712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2605 - accuracy: 0.8945
2024-12-06 15:09:27.031604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:27.131580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:27.223771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2558 - accuracy: 0.8963
2024-12-06 15:09:27.390890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:27.501717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.2485 - accuracy: 0.8998
2024-12-06 15:09:27.602489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:27.711725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2438 - accuracy: 0.9011
2024-12-06 15:09:27.808224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:27.907588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2465 - accuracy: 0.9002
2024-12-06 15:09:28.008882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:28.104092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:28.203916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2550 - accuracy: 0.8969
2024-12-06 15:09:28.301063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:28.402865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:28.498204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2524 - accuracy: 0.8965
2024-12-06 15:09:28.592243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:28.693784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 108ms/step - loss: 0.2524 - accuracy: 0.8965 - val_loss: 0.4698 - val_accuracy: 0.8500
Epoch 54/100
 1/63 [..............................] - ETA: 12s - loss: 0.6019 - accuracy: 0.8125
2024-12-06 15:09:29.487762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:29.686571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 6s - loss: 0.3790 - accuracy: 0.8750
2024-12-06 15:09:29.794372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:29.909784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.3348 - accuracy: 0.8750
2024-12-06 15:09:30.015353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 6s - loss: 0.3176 - accuracy: 0.8795
2024-12-06 15:09:30.225731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:30.330233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:30.424946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2878 - accuracy: 0.8844
2024-12-06 15:09:30.523849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:30.621620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:30.713955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.2709 - accuracy: 0.8894
2024-12-06 15:09:30.808413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:30.912461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.008225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2673 - accuracy: 0.8945
2024-12-06 15:09:31.110610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.217289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.310033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2646 - accuracy: 0.8898
2024-12-06 15:09:31.414904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.524198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2634 - accuracy: 0.8922
2024-12-06 15:09:31.618092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.718162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2592 - accuracy: 0.8949
2024-12-06 15:09:31.825895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:31.935803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2560 - accuracy: 0.8919
2024-12-06 15:09:32.036180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:32.142168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.2471 - accuracy: 0.8954
2024-12-06 15:09:32.244779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:32.350087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2468 - accuracy: 0.8940
2024-12-06 15:09:32.455243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:32.570961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2688 - accuracy: 0.8861
2024-12-06 15:09:32.664026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:32.771281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2677 - accuracy: 0.8867
2024-12-06 15:09:32.869136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2681 - accuracy: 0.8854
2024-12-06 15:09:33.074653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:33.185144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2751 - accuracy: 0.8854
2024-12-06 15:09:33.298337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:33.408964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.2813 - accuracy: 0.8834
2024-12-06 15:09:33.509047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:33.624256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2767 - accuracy: 0.8846
2024-12-06 15:09:33.747488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:33.860124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2901 - accuracy: 0.8795
2024-12-06 15:09:33.959655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.067175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2939 - accuracy: 0.8772
2024-12-06 15:09:34.165851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.274429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2937 - accuracy: 0.8784
2024-12-06 15:09:34.379636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.479520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.569975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2903 - accuracy: 0.8801
2024-12-06 15:09:34.661597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.761637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:34.853314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2851 - accuracy: 0.8824
2024-12-06 15:09:35.020094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.140460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.2827 - accuracy: 0.8825
2024-12-06 15:09:35.232583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.335009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.424519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2835 - accuracy: 0.8827
2024-12-06 15:09:35.517868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.614694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.706023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2800 - accuracy: 0.8840
2024-12-06 15:09:35.808820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:35.919953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2775 - accuracy: 0.8846
2024-12-06 15:09:36.015720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:36.117837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:36.209992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 7s 118ms/step - loss: 0.2762 - accuracy: 0.8850 - val_loss: 0.5239 - val_accuracy: 0.8370
Epoch 55/100
2024-12-06 15:09:36.976689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2645 - accuracy: 0.8750 
2024-12-06 15:09:37.201981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:37.327759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.2073 - accuracy: 0.8984
2024-12-06 15:09:37.434171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:37.556164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2208 - accuracy: 0.9010
2024-12-06 15:09:37.663071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:37.789762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2627 - accuracy: 0.8867
2024-12-06 15:09:37.901617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:38.023701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.2508 - accuracy: 0.8889
2024-12-06 15:09:38.142857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2575 - accuracy: 0.8880
2024-12-06 15:09:38.355915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:38.461222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:38.554159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2662 - accuracy: 0.8839
2024-12-06 15:09:38.664121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:38.775349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2687 - accuracy: 0.8897
2024-12-06 15:09:38.874890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:38.975863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:39.069333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2645 - accuracy: 0.8898
2024-12-06 15:09:39.168975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:39.279586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2635 - accuracy: 0.8899
2024-12-06 15:09:39.382556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:39.491812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2730 - accuracy: 0.8859
2024-12-06 15:09:39.596388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:39.708342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2677 - accuracy: 0.8888
2024-12-06 15:09:39.809856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:39.921099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2653 - accuracy: 0.8889
2024-12-06 15:09:40.027494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:40.141353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2651 - accuracy: 0.8906
2024-12-06 15:09:40.248675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:40.352898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2618 - accuracy: 0.8921
2024-12-06 15:09:40.454693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:40.569707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2652 - accuracy: 0.8920
2024-12-06 15:09:40.796027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:40.912462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2803 - accuracy: 0.8848
2024-12-06 15:09:41.027505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:41.151267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2813 - accuracy: 0.8843
2024-12-06 15:09:41.272271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:41.397994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2830 - accuracy: 0.8822
2024-12-06 15:09:41.513123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:41.645772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2839 - accuracy: 0.8841
2024-12-06 15:09:41.759712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:41.893790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2792 - accuracy: 0.8859
2024-12-06 15:09:42.009107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:42.130936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2755 - accuracy: 0.8868
2024-12-06 15:09:42.227095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:42.336969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2809 - accuracy: 0.8830
2024-12-06 15:09:42.439140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:42.564104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2799 - accuracy: 0.8833
2024-12-06 15:09:42.681751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:42.793456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2804 - accuracy: 0.8834
2024-12-06 15:09:42.899197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:43.002221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:43.106797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2748 - accuracy: 0.8860
2024-12-06 15:09:43.325278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:43.438521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2733 - accuracy: 0.8876
2024-12-06 15:09:43.540225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:43.651213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2686 - accuracy: 0.8893
2024-12-06 15:09:43.744916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:43.847483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2679 - accuracy: 0.8883
2024-12-06 15:09:43.946612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:44.041627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:44.138795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2716 - accuracy: 0.8885
2024-12-06 15:09:44.236038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 127ms/step - loss: 0.2716 - accuracy: 0.8885 - val_loss: 0.5962 - val_accuracy: 0.8130
Epoch 56/100
2024-12-06 15:09:45.067690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.2355 - accuracy: 0.8906 
2024-12-06 15:09:45.400660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:45.542707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 8s - loss: 0.2550 - accuracy: 0.8750
2024-12-06 15:09:45.666585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:45.810728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 7s - loss: 0.2070 - accuracy: 0.9062
2024-12-06 15:09:45.937020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:46.077197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 8s - loss: 0.2081 - accuracy: 0.9062
2024-12-06 15:09:46.310363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:46.443043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 7s - loss: 0.2109 - accuracy: 0.9062
2024-12-06 15:09:46.550280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:46.665870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.2185 - accuracy: 0.8990
2024-12-06 15:09:46.768650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:46.874068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2119 - accuracy: 0.9018
2024-12-06 15:09:46.977545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:47.092949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 6s - loss: 0.2071 - accuracy: 0.9062
2024-12-06 15:09:47.215190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:47.341956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2055 - accuracy: 0.9062
2024-12-06 15:09:47.452119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:47.564460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2307 - accuracy: 0.8953
2024-12-06 15:09:47.665137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:47.775812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.2342 - accuracy: 0.8963
2024-12-06 15:09:47.874204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:47.988479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2319 - accuracy: 0.8958
2024-12-06 15:09:48.099875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:48.228975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2329 - accuracy: 0.8930
2024-12-06 15:09:48.335611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:48.463778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2293 - accuracy: 0.8958
2024-12-06 15:09:48.582262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2258 - accuracy: 0.8987
2024-12-06 15:09:48.840577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:48.966917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2202 - accuracy: 0.9012
2024-12-06 15:09:49.096807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:49.234156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2275 - accuracy: 0.8987
2024-12-06 15:09:49.351428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:49.493161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2392 - accuracy: 0.8964
2024-12-06 15:09:49.619064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:49.781608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2436 - accuracy: 0.8944
2024-12-06 15:09:49.897388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:50.043854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.2398 - accuracy: 0.8950
2024-12-06 15:09:50.163444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:50.292550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2481 - accuracy: 0.8910
2024-12-06 15:09:50.407340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:50.536766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2483 - accuracy: 0.8924
2024-12-06 15:09:50.663084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:50.800597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2475 - accuracy: 0.8924
2024-12-06 15:09:51.014728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:51.174635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2525 - accuracy: 0.8910
2024-12-06 15:09:51.285727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:51.414432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2501 - accuracy: 0.8909
2024-12-06 15:09:51.532627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:51.660403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2502 - accuracy: 0.8897
2024-12-06 15:09:51.780764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:51.912528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2501 - accuracy: 0.8909
2024-12-06 15:09:52.029109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:52.149899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2558 - accuracy: 0.8890
2024-12-06 15:09:52.257033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:52.364000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2577 - accuracy: 0.8876
2024-12-06 15:09:52.459624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:52.558239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2581 - accuracy: 0.8875
2024-12-06 15:09:52.666675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:52.771518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2554 - accuracy: 0.8883
2024-12-06 15:09:52.870302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:52.983232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2516 - accuracy: 0.8900
2024-12-06 15:09:53.131387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 141ms/step - loss: 0.2516 - accuracy: 0.8900 - val_loss: 0.5177 - val_accuracy: 0.8360
Epoch 57/100
2024-12-06 15:09:54.118539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.3074 - accuracy: 0.8594 
2024-12-06 15:09:54.341737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:54.459296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.4198 - accuracy: 0.8188
2024-12-06 15:09:54.559220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:54.663655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.3917 - accuracy: 0.8281
2024-12-06 15:09:54.762623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:54.866817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.3253 - accuracy: 0.8576
2024-12-06 15:09:54.974203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:55.081595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.3105 - accuracy: 0.8693
2024-12-06 15:09:55.178180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:55.279834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.2934 - accuracy: 0.8776
2024-12-06 15:09:55.383429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:55.491424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2949 - accuracy: 0.8839
2024-12-06 15:09:55.600658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:55.710612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2825 - accuracy: 0.8867
2024-12-06 15:09:55.809952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:55.921181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2675 - accuracy: 0.8941
2024-12-06 15:09:56.024111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:56.145683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2627 - accuracy: 0.8947
2024-12-06 15:09:56.257630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2728 - accuracy: 0.8943
2024-12-06 15:09:56.527342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:56.647813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2728 - accuracy: 0.8967
2024-12-06 15:09:56.783251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:56.947906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2698 - accuracy: 0.8950
2024-12-06 15:09:57.080527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:57.229836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2721 - accuracy: 0.8935
2024-12-06 15:09:57.349128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:57.476114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2734 - accuracy: 0.8933
2024-12-06 15:09:57.593345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:57.718172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2786 - accuracy: 0.8911
2024-12-06 15:09:57.834960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:57.944139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2731 - accuracy: 0.8920
2024-12-06 15:09:58.053639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:58.178153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2788 - accuracy: 0.8875
2024-12-06 15:09:58.302387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:58.424826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2873 - accuracy: 0.8834
2024-12-06 15:09:58.533667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:58.731825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2826 - accuracy: 0.8846
2024-12-06 15:09:58.840146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:58.957425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2797 - accuracy: 0.8880
2024-12-06 15:09:59.065659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:59.177564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2785 - accuracy: 0.8888
2024-12-06 15:09:59.289299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:59.413986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2772 - accuracy: 0.8896
2024-12-06 15:09:59.522513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:59.648608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2760 - accuracy: 0.8910
2024-12-06 15:09:59.757190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:09:59.885565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2705 - accuracy: 0.8935
2024-12-06 15:10:00.015826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:00.159153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2731 - accuracy: 0.8928
2024-12-06 15:10:00.276008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:00.414116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2706 - accuracy: 0.8945
2024-12-06 15:10:00.531174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:00.667332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2659 - accuracy: 0.8966
2024-12-06 15:10:00.871097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:01.021718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2642 - accuracy: 0.8975
2024-12-06 15:10:01.127015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:01.240575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2692 - accuracy: 0.8951
2024-12-06 15:10:01.343674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:01.453311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2643 - accuracy: 0.8970
2024-12-06 15:10:01.554587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:01.670381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2633 - accuracy: 0.8980
2024-12-06 15:10:01.773483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 133ms/step - loss: 0.2633 - accuracy: 0.8980 - val_loss: 0.5412 - val_accuracy: 0.8170
Epoch 58/100
2024-12-06 15:10:02.613358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.2019 - accuracy: 0.8906 
2024-12-06 15:10:02.858062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:02.970650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.2486 - accuracy: 0.9062
2024-12-06 15:10:03.071815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:03.188624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.2638 - accuracy: 0.8875
2024-12-06 15:10:03.301081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.3374 - accuracy: 0.8527
2024-12-06 15:10:03.554425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:03.705703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 7s - loss: 0.3217 - accuracy: 0.8715
2024-12-06 15:10:03.827073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:03.966265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 7s - loss: 0.2944 - accuracy: 0.8835
2024-12-06 15:10:04.083166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:04.211801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.2898 - accuracy: 0.8870
2024-12-06 15:10:04.315873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:04.441335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.2972 - accuracy: 0.8792
2024-12-06 15:10:04.552717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:04.679033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2758 - accuracy: 0.8879
2024-12-06 15:10:04.784440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:04.907492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2674 - accuracy: 0.8931
2024-12-06 15:10:05.022288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:05.151033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2582 - accuracy: 0.8943
2024-12-06 15:10:05.264023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:05.393796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2704 - accuracy: 0.8886
2024-12-06 15:10:05.501388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 5s - loss: 0.2697 - accuracy: 0.8893
2024-12-06 15:10:05.710329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:05.831979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2703 - accuracy: 0.8906
2024-12-06 15:10:05.954455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:06.089063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2727 - accuracy: 0.8917
2024-12-06 15:10:06.214948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:06.331930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2778 - accuracy: 0.8896
2024-12-06 15:10:06.451844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:06.592958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2764 - accuracy: 0.8896
2024-12-06 15:10:06.702975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:06.840809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2712 - accuracy: 0.8906
2024-12-06 15:10:06.963244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:07.095718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2710 - accuracy: 0.8915
2024-12-06 15:10:07.218921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:07.361159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2689 - accuracy: 0.8914
2024-12-06 15:10:07.484175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:07.624607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 3s - loss: 0.2656 - accuracy: 0.8930
2024-12-06 15:10:07.837110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:07.986164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2635 - accuracy: 0.8936
2024-12-06 15:10:08.096085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:08.223845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2574 - accuracy: 0.8956
2024-12-06 15:10:08.356679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:08.508811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2604 - accuracy: 0.8940
2024-12-06 15:10:08.633027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:08.760348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2538 - accuracy: 0.8978
2024-12-06 15:10:08.865360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:08.991376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2491 - accuracy: 0.9000
2024-12-06 15:10:09.098355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:09.221080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2481 - accuracy: 0.8990
2024-12-06 15:10:09.332968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:09.457393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2428 - accuracy: 0.9022
2024-12-06 15:10:09.665119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:09.802706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2464 - accuracy: 0.8996
2024-12-06 15:10:09.905763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:10.010970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2560 - accuracy: 0.8971
2024-12-06 15:10:10.111893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:10.217696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2575 - accuracy: 0.8979
2024-12-06 15:10:10.321263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:10.436960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2558 - accuracy: 0.8995
2024-12-06 15:10:10.540514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:10.653699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 140ms/step - loss: 0.2558 - accuracy: 0.8995 - val_loss: 0.5718 - val_accuracy: 0.8240
Epoch 59/100
2024-12-06 15:10:11.524895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2771 - accuracy: 0.8594 
2024-12-06 15:10:11.763319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:11.881141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.2702 - accuracy: 0.8906
2024-12-06 15:10:11.986307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:12.100462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2386 - accuracy: 0.9010
2024-12-06 15:10:12.209938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:12.336213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2913 - accuracy: 0.8828
2024-12-06 15:10:12.453669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:12.582532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.3093 - accuracy: 0.8854
2024-12-06 15:10:12.697041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.3052 - accuracy: 0.8864
2024-12-06 15:10:12.958525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:13.076616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.2963 - accuracy: 0.8846
2024-12-06 15:10:13.197616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:13.341263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.2917 - accuracy: 0.8854
2024-12-06 15:10:13.463026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:13.594337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 6s - loss: 0.2904 - accuracy: 0.8879
2024-12-06 15:10:13.710626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:13.879986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2835 - accuracy: 0.8882
2024-12-06 15:10:13.997347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:14.127525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2789 - accuracy: 0.8914
2024-12-06 15:10:14.232533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:14.357537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.2784 - accuracy: 0.8892
2024-12-06 15:10:14.468870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 5s - loss: 0.2794 - accuracy: 0.8919
2024-12-06 15:10:14.718692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:14.830026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2688 - accuracy: 0.8954
2024-12-06 15:10:14.934063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:15.060119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2748 - accuracy: 0.8940
2024-12-06 15:10:15.176615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:15.298568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2717 - accuracy: 0.8927
2024-12-06 15:10:15.426497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:15.551240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 4s - loss: 0.2677 - accuracy: 0.8926
2024-12-06 15:10:15.677645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:15.801578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2695 - accuracy: 0.8906
2024-12-06 15:10:15.933200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:16.086163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2677 - accuracy: 0.8906
2024-12-06 15:10:16.230240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:16.418070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2637 - accuracy: 0.8947
2024-12-06 15:10:16.593394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:16.793099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 3s - loss: 0.2599 - accuracy: 0.8945
2024-12-06 15:10:17.096168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:17.269077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2739 - accuracy: 0.8914
2024-12-06 15:10:17.430022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:17.617307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2743 - accuracy: 0.8920
2024-12-06 15:10:17.750487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:17.900186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2743 - accuracy: 0.8927
2024-12-06 15:10:18.019604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:18.159331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 2s - loss: 0.2714 - accuracy: 0.8932
2024-12-06 15:10:18.281902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:18.417013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2714 - accuracy: 0.8931
2024-12-06 15:10:18.527355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:18.658305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2645 - accuracy: 0.8966
2024-12-06 15:10:18.772929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:18.903533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2652 - accuracy: 0.8953
2024-12-06 15:10:19.018063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:19.162241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2613 - accuracy: 0.8972
2024-12-06 15:10:19.273249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2585 - accuracy: 0.8991
2024-12-06 15:10:19.534880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:19.658159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2553 - accuracy: 0.9010
2024-12-06 15:10:19.762700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:19.889705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2560 - accuracy: 0.9011
2024-12-06 15:10:19.992844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:20.110963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2544 - accuracy: 0.9010
2024-12-06 15:10:20.209780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 10s 150ms/step - loss: 0.2544 - accuracy: 0.9010 - val_loss: 0.4647 - val_accuracy: 0.8070
Epoch 60/100
2024-12-06 15:10:21.053202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2344 - accuracy: 0.9219 
2024-12-06 15:10:21.310361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:21.435508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.2371 - accuracy: 0.9062
2024-12-06 15:10:21.563492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:21.717112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 7s - loss: 0.2856 - accuracy: 0.8938
2024-12-06 15:10:21.849209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 9s - loss: 0.2652 - accuracy: 0.8929
2024-12-06 15:10:22.164915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:22.326536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 8s - loss: 0.2918 - accuracy: 0.8819
2024-12-06 15:10:22.441946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:22.577365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 7s - loss: 0.3023 - accuracy: 0.8778
2024-12-06 15:10:22.718784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:22.843423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 7s - loss: 0.2775 - accuracy: 0.8894
2024-12-06 15:10:22.961523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:23.078925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.2647 - accuracy: 0.8938
2024-12-06 15:10:23.192938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:23.319505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 6s - loss: 0.2551 - accuracy: 0.8971
2024-12-06 15:10:23.436495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:23.560550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 6s - loss: 0.2431 - accuracy: 0.9013
2024-12-06 15:10:23.660723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:23.778751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2397 - accuracy: 0.9018
2024-12-06 15:10:23.875258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:23.983221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2457 - accuracy: 0.8981
2024-12-06 15:10:24.087397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:24.204566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2574 - accuracy: 0.8938
2024-12-06 15:10:24.308348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:24.443549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2534 - accuracy: 0.8947
2024-12-06 15:10:24.653368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:24.792694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2560 - accuracy: 0.8944
2024-12-06 15:10:24.898936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:25.025861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2626 - accuracy: 0.8921
2024-12-06 15:10:25.130109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:25.252700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2620 - accuracy: 0.8930
2024-12-06 15:10:25.360965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:25.492425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2585 - accuracy: 0.8946
2024-12-06 15:10:25.600892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:25.725387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2599 - accuracy: 0.8936
2024-12-06 15:10:25.832621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:25.962542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.2668 - accuracy: 0.8918
2024-12-06 15:10:26.066244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:26.188386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2658 - accuracy: 0.8918
2024-12-06 15:10:26.314164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:26.466482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2671 - accuracy: 0.8917
2024-12-06 15:10:26.718062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:26.863196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2620 - accuracy: 0.8931
2024-12-06 15:10:26.961857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:27.093776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2578 - accuracy: 0.8936
2024-12-06 15:10:27.228959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:27.366096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2499 - accuracy: 0.8973
2024-12-06 15:10:27.494576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:27.628260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2480 - accuracy: 0.8983
2024-12-06 15:10:27.755350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:27.882060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2448 - accuracy: 0.8998
2024-12-06 15:10:28.009785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:28.134600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2456 - accuracy: 0.9000
2024-12-06 15:10:28.243685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:28.383045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2561 - accuracy: 0.8969
2024-12-06 15:10:28.497444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:28.644973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2583 - accuracy: 0.8972
2024-12-06 15:10:28.757976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:28.874856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2573 - accuracy: 0.8984
2024-12-06 15:10:28.982055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2554 - accuracy: 0.8995
2024-12-06 15:10:29.252659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:29.379276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 144ms/step - loss: 0.2554 - accuracy: 0.8995 - val_loss: 0.4593 - val_accuracy: 0.8380
Epoch 61/100
2024-12-06 15:10:30.264740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2257 - accuracy: 0.9219 
2024-12-06 15:10:30.518433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:30.642186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.3332 - accuracy: 0.9062
2024-12-06 15:10:30.757608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:30.897097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 7s - loss: 0.2930 - accuracy: 0.9010
2024-12-06 15:10:31.031315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:31.182656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 7s - loss: 0.2719 - accuracy: 0.9062
2024-12-06 15:10:31.337238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:31.483366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 7s - loss: 0.2433 - accuracy: 0.9125
2024-12-06 15:10:31.604507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:31.747567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 7s - loss: 0.2405 - accuracy: 0.9119
2024-12-06 15:10:31.868782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 7s - loss: 0.3061 - accuracy: 0.8966
2024-12-06 15:10:32.117073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:32.260077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.3018 - accuracy: 0.8979
2024-12-06 15:10:32.387303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:32.532567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 6s - loss: 0.2977 - accuracy: 0.8971
2024-12-06 15:10:32.652806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:32.798537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 6s - loss: 0.2945 - accuracy: 0.8980
2024-12-06 15:10:32.917559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:33.052139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2814 - accuracy: 0.9033
2024-12-06 15:10:33.176153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:33.309134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2742 - accuracy: 0.9022
2024-12-06 15:10:33.443595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:33.575527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 5s - loss: 0.2746 - accuracy: 0.9013
2024-12-06 15:10:33.700435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:33.859766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 5s - loss: 0.2728 - accuracy: 0.9014
2024-12-06 15:10:33.999827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 5s - loss: 0.2720 - accuracy: 0.9007
2024-12-06 15:10:34.265966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:34.400496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2711 - accuracy: 0.9021
2024-12-06 15:10:34.517801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:34.665094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 4s - loss: 0.2703 - accuracy: 0.9023
2024-12-06 15:10:34.783481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:34.922769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 4s - loss: 0.2659 - accuracy: 0.9017
2024-12-06 15:10:35.048736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:35.194183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2584 - accuracy: 0.9054
2024-12-06 15:10:35.314401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:35.448354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2528 - accuracy: 0.9071
2024-12-06 15:10:35.562752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:35.698476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 3s - loss: 0.2490 - accuracy: 0.9070
2024-12-06 15:10:35.815347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:35.941251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 3s - loss: 0.2513 - accuracy: 0.9070
2024-12-06 15:10:36.057348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2655 - accuracy: 0.8975
2024-12-06 15:10:36.288544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:36.417152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2665 - accuracy: 0.8965
2024-12-06 15:10:36.532745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:36.664751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2639 - accuracy: 0.8969
2024-12-06 15:10:36.767456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:36.896737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2609 - accuracy: 0.8967
2024-12-06 15:10:37.009962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:37.140663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2549 - accuracy: 0.8989
2024-12-06 15:10:37.279133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:37.422246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2500 - accuracy: 0.8998
2024-12-06 15:10:37.554370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:37.699424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2480 - accuracy: 0.9006
2024-12-06 15:10:37.810888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:37.950087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2546 - accuracy: 0.9002
2024-12-06 15:10:38.067227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:38.249772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2503 - accuracy: 0.9015
2024-12-06 15:10:38.512868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:38.630655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2494 - accuracy: 0.9016
2024-12-06 15:10:38.736876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:38.874909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2492 - accuracy: 0.9020
2024-12-06 15:10:38.980614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
INFO:tensorflow:Assets written to: ./models/convnet_from_scratch_with_augmentation/assets
63/63 [==============================] - 11s 177ms/step - loss: 0.2492 - accuracy: 0.9020 - val_loss: 0.3950 - val_accuracy: 0.8500
Epoch 62/100
2024-12-06 15:10:41.471142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 11s - loss: 0.1009 - accuracy: 0.9375
2024-12-06 15:10:41.656000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 5s - loss: 0.2935 - accuracy: 0.8958
2024-12-06 15:10:41.758688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:41.848399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2756 - accuracy: 0.9062
2024-12-06 15:10:41.936597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.2489 - accuracy: 0.9062
2024-12-06 15:10:42.025148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:42.112933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.2465 - accuracy: 0.9018
2024-12-06 15:10:42.199788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4s - loss: 0.2294 - accuracy: 0.9028
2024-12-06 15:10:42.289911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:42.385754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 4s - loss: 0.2188 - accuracy: 0.9115
2024-12-06 15:10:42.509564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:42.620052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 4s - loss: 0.2312 - accuracy: 0.9062
2024-12-06 15:10:42.710359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:42.803604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:42.900660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.2280 - accuracy: 0.9099
2024-12-06 15:10:42.994893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:43.086175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:43.174804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2252 - accuracy: 0.9125
2024-12-06 15:10:43.266717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:43.369681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2177 - accuracy: 0.9167
2024-12-06 15:10:43.472072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:43.589138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 3s - loss: 0.2127 - accuracy: 0.9185
2024-12-06 15:10:43.699649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:43.813410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.2143 - accuracy: 0.9187
2024-12-06 15:10:43.917028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:44.039262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.2101 - accuracy: 0.9201
2024-12-06 15:10:44.154863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:44.300727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2113 - accuracy: 0.9196
2024-12-06 15:10:44.450762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2093 - accuracy: 0.9167
2024-12-06 15:10:44.859941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:45.029787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2161 - accuracy: 0.9150
2024-12-06 15:10:45.183454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:45.332715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2147 - accuracy: 0.9154
2024-12-06 15:10:45.467540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:45.612657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2136 - accuracy: 0.9175
2024-12-06 15:10:45.722939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:45.842337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2143 - accuracy: 0.9169
2024-12-06 15:10:45.942583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:46.056205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2210 - accuracy: 0.9146
2024-12-06 15:10:46.152134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:46.260916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2201 - accuracy: 0.9157
2024-12-06 15:10:46.355049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:46.459884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2228 - accuracy: 0.9146
2024-12-06 15:10:46.563514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:46.660127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:46.757199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2286 - accuracy: 0.9122
2024-12-06 15:10:46.852065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.034898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2268 - accuracy: 0.9144
2024-12-06 15:10:47.130847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.228533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.322981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2185 - accuracy: 0.9169
2024-12-06 15:10:47.419506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.525572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2170 - accuracy: 0.9176
2024-12-06 15:10:47.623015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.723275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:47.821795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2124 - accuracy: 0.9181
2024-12-06 15:10:47.924122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:48.024724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:48.120347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2106 - accuracy: 0.9191
2024-12-06 15:10:48.226971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:48.327151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:48.426311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2095 - accuracy: 0.9190
2024-12-06 15:10:48.527263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 124ms/step - loss: 0.2095 - accuracy: 0.9190 - val_loss: 0.7936 - val_accuracy: 0.8220
Epoch 63/100
2024-12-06 15:10:49.363708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 15s - loss: 0.3360 - accuracy: 0.8438
2024-12-06 15:10:49.624243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 10s - loss: 0.3820 - accuracy: 0.8542
2024-12-06 15:10:49.863073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:49.982390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 8s - loss: 0.3284 - accuracy: 0.8750
2024-12-06 15:10:50.090158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:50.217343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.3046 - accuracy: 0.8839
2024-12-06 15:10:50.325218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:50.459729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 7s - loss: 0.2658 - accuracy: 0.9028
2024-12-06 15:10:50.576153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:50.709352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.2419 - accuracy: 0.9091
2024-12-06 15:10:50.826708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:50.950119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2323 - accuracy: 0.9085
2024-12-06 15:10:51.050104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:51.159781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.2399 - accuracy: 0.9062
2024-12-06 15:10:51.255485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:51.363453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2352 - accuracy: 0.9118
2024-12-06 15:10:51.468320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:51.583626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2383 - accuracy: 0.9128
2024-12-06 15:10:51.685801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:51.876642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2258 - accuracy: 0.9167
2024-12-06 15:10:51.984857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:52.106483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2285 - accuracy: 0.9158
2024-12-06 15:10:52.208317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:52.325093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2251 - accuracy: 0.9150
2024-12-06 15:10:52.422508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:52.537407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2293 - accuracy: 0.9144
2024-12-06 15:10:52.638138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:52.748923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2316 - accuracy: 0.9149
2024-12-06 15:10:52.863166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:52.985654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2320 - accuracy: 0.9113
2024-12-06 15:10:53.092481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:53.211944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2422 - accuracy: 0.9062
2024-12-06 15:10:53.313639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:53.429964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2362 - accuracy: 0.9089
2024-12-06 15:10:53.525625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2386 - accuracy: 0.9062
2024-12-06 15:10:53.729204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:53.839428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2465 - accuracy: 0.9038
2024-12-06 15:10:53.956466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:54.080237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2473 - accuracy: 0.9039
2024-12-06 15:10:54.192155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:54.315288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2433 - accuracy: 0.9040
2024-12-06 15:10:54.419100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:54.547525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2376 - accuracy: 0.9062
2024-12-06 15:10:54.653050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:54.767837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2411 - accuracy: 0.9015
2024-12-06 15:10:54.863277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:54.970998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2422 - accuracy: 0.9010
2024-12-06 15:10:55.071229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:55.193259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2396 - accuracy: 0.9000
2024-12-06 15:10:55.295059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:55.410745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2338 - accuracy: 0.9026
2024-12-06 15:10:55.509197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:55.710749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2316 - accuracy: 0.9034
2024-12-06 15:10:55.827789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:55.930526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:56.024397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2304 - accuracy: 0.9030
2024-12-06 15:10:56.123698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:56.225607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:56.323632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2252 - accuracy: 0.9047
2024-12-06 15:10:56.430554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:56.534307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:56.627860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2267 - accuracy: 0.9040
2024-12-06 15:10:56.727338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 128ms/step - loss: 0.2267 - accuracy: 0.9040 - val_loss: 1.2949 - val_accuracy: 0.7050
Epoch 64/100
 1/63 [..............................] - ETA: 11s - loss: 0.7733 - accuracy: 0.7500
2024-12-06 15:10:57.561700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:57.758051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 6s - loss: 0.5691 - accuracy: 0.8021
2024-12-06 15:10:57.867377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:57.976589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.4013 - accuracy: 0.8490
2024-12-06 15:10:58.073931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:58.179599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.3762 - accuracy: 0.8571
2024-12-06 15:10:58.276403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:58.382654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.3334 - accuracy: 0.8715
2024-12-06 15:10:58.562014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:58.674660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.3152 - accuracy: 0.8807
2024-12-06 15:10:58.773737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:58.882971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.3260 - accuracy: 0.8884
2024-12-06 15:10:58.982404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:59.089690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.3162 - accuracy: 0.8938
2024-12-06 15:10:59.188713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:59.310238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.3061 - accuracy: 0.8971
2024-12-06 15:10:59.440313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:59.558260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2969 - accuracy: 0.9013
2024-12-06 15:10:59.677224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:10:59.801867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2846 - accuracy: 0.9062
2024-12-06 15:10:59.912386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:00.029095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2767 - accuracy: 0.9076
2024-12-06 15:11:00.127892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:00.244175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2736 - accuracy: 0.9076
2024-12-06 15:11:00.358120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2750 - accuracy: 0.9038
2024-12-06 15:11:00.614052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:00.723400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2633 - accuracy: 0.9085
2024-12-06 15:11:00.824005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:00.935846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2690 - accuracy: 0.9073
2024-12-06 15:11:01.048546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:01.166523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2695 - accuracy: 0.9053
2024-12-06 15:11:01.274142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:01.412500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2725 - accuracy: 0.9035
2024-12-06 15:11:01.527357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:01.646305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2721 - accuracy: 0.9010
2024-12-06 15:11:01.756110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:01.885668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2684 - accuracy: 0.9030
2024-12-06 15:11:01.998012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:02.111140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2621 - accuracy: 0.9062
2024-12-06 15:11:02.212972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:02.327397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2664 - accuracy: 0.9040
2024-12-06 15:11:02.427985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:02.540624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2667 - accuracy: 0.9041
2024-12-06 15:11:02.648172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2559 - accuracy: 0.9090
2024-12-06 15:11:02.864031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:02.972233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2570 - accuracy: 0.9082
2024-12-06 15:11:03.068771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:03.181537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2576 - accuracy: 0.9088
2024-12-06 15:11:03.298296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:03.415476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2544 - accuracy: 0.9099
2024-12-06 15:11:03.520275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:03.645503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2545 - accuracy: 0.9092
2024-12-06 15:11:03.746861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:03.864118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2484 - accuracy: 0.9113
2024-12-06 15:11:03.956913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.060017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.155851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2470 - accuracy: 0.9094
2024-12-06 15:11:04.258882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.360763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.454838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2419 - accuracy: 0.9118
2024-12-06 15:11:04.558394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.662751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:04.756910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 128ms/step - loss: 0.2408 - accuracy: 0.9120 - val_loss: 0.5430 - val_accuracy: 0.8310
Epoch 65/100
 1/63 [..............................] - ETA: 12s - loss: 0.1452 - accuracy: 0.9688
2024-12-06 15:11:05.708759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.2411 - accuracy: 0.9375 
2024-12-06 15:11:05.912987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:06.023164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.2668 - accuracy: 0.9062
2024-12-06 15:11:06.130843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:06.244304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 6s - loss: 0.2028 - accuracy: 0.9286
2024-12-06 15:11:06.395533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:06.500263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2136 - accuracy: 0.9297
2024-12-06 15:11:06.597960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:06.706822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.2026 - accuracy: 0.9347
2024-12-06 15:11:06.814692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:06.917921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.2054 - accuracy: 0.9297
2024-12-06 15:11:07.016008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:07.126133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2124 - accuracy: 0.9174
2024-12-06 15:11:07.239688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:07.363047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2091 - accuracy: 0.9160
2024-12-06 15:11:07.459803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:07.578812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2064 - accuracy: 0.9201
2024-12-06 15:11:07.674199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:07.790971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2025 - accuracy: 0.9203
2024-12-06 15:11:07.891236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:08.062142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2130 - accuracy: 0.9148
2024-12-06 15:11:08.190584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:08.307399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2201 - accuracy: 0.9102
2024-12-06 15:11:08.416875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:08.536097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2277 - accuracy: 0.9087
2024-12-06 15:11:08.648994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:08.776270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2202 - accuracy: 0.9129
2024-12-06 15:11:08.884031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:09.008546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2158 - accuracy: 0.9125
2024-12-06 15:11:09.114243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:09.228039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2315 - accuracy: 0.9092
2024-12-06 15:11:09.332108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:09.448247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2361 - accuracy: 0.9062
2024-12-06 15:11:09.551799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:09.680878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2329 - accuracy: 0.9071
2024-12-06 15:11:09.789331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2332 - accuracy: 0.9062
2024-12-06 15:11:09.993694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:10.111939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2377 - accuracy: 0.9030
2024-12-06 15:11:10.229570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:10.359321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2454 - accuracy: 0.8986
2024-12-06 15:11:10.476271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:10.610085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2454 - accuracy: 0.8975
2024-12-06 15:11:10.715650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:10.840548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2436 - accuracy: 0.8972
2024-12-06 15:11:10.943621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:11.065165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2445 - accuracy: 0.8983
2024-12-06 15:11:11.164572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:11.281224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2433 - accuracy: 0.8969
2024-12-06 15:11:11.382723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:11.486429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2415 - accuracy: 0.8977
2024-12-06 15:11:11.585657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:11.696803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2368 - accuracy: 0.8998
2024-12-06 15:11:11.895647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.017997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2369 - accuracy: 0.8990
2024-12-06 15:11:12.111983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.219168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2314 - accuracy: 0.9014
2024-12-06 15:11:12.313358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.409607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.504605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2246 - accuracy: 0.9047
2024-12-06 15:11:12.601003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.700975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:12.797041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2203 - accuracy: 0.9070
2024-12-06 15:11:12.895391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 125ms/step - loss: 0.2203 - accuracy: 0.9070 - val_loss: 0.5303 - val_accuracy: 0.8520
Epoch 66/100
2024-12-06 15:11:13.647052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.1848 - accuracy: 0.9219 
2024-12-06 15:11:13.890172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:14.021832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.2284 - accuracy: 0.9062
2024-12-06 15:11:14.133060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:14.265830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 8s - loss: 0.2075 - accuracy: 0.9167
2024-12-06 15:11:14.498027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:14.625564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 7s - loss: 0.2251 - accuracy: 0.9141
2024-12-06 15:11:14.731129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:14.844561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2255 - accuracy: 0.9094
2024-12-06 15:11:14.941914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:15.052626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2069 - accuracy: 0.9193
2024-12-06 15:11:15.153638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:15.269024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.3217 - accuracy: 0.8973
2024-12-06 15:11:15.369574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:15.482320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.3302 - accuracy: 0.8824
2024-12-06 15:11:15.581597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:15.685281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.3233 - accuracy: 0.8854
2024-12-06 15:11:15.786025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:15.893569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.3109 - accuracy: 0.8875
2024-12-06 15:11:15.997991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.109210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2960 - accuracy: 0.8872
2024-12-06 15:11:16.208323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.316031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.409903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2802 - accuracy: 0.8918
2024-12-06 15:11:16.514105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.616748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.712017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2692 - accuracy: 0.8951
2024-12-06 15:11:16.812840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:16.916831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2786 - accuracy: 0.8931
2024-12-06 15:11:17.084964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:17.193912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2750 - accuracy: 0.8955
2024-12-06 15:11:17.294245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:17.398217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2652 - accuracy: 0.9007
2024-12-06 15:11:17.503400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:17.615488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2688 - accuracy: 0.9002
2024-12-06 15:11:17.714393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:17.824550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2638 - accuracy: 0.9022
2024-12-06 15:11:17.923496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.028417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.124192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2607 - accuracy: 0.9002
2024-12-06 15:11:18.231979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.341503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2627 - accuracy: 0.8997
2024-12-06 15:11:18.445088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.560839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2620 - accuracy: 0.8993
2024-12-06 15:11:18.659654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.772705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2605 - accuracy: 0.9009
2024-12-06 15:11:18.878324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:18.993424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2545 - accuracy: 0.9031
2024-12-06 15:11:19.098320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:19.218615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2505 - accuracy: 0.9038
2024-12-06 15:11:19.334444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2557 - accuracy: 0.9032
2024-12-06 15:11:19.561680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:19.695924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2520 - accuracy: 0.9039
2024-12-06 15:11:19.807030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:19.925203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2495 - accuracy: 0.9041
2024-12-06 15:11:20.022211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:20.126089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:20.217271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2420 - accuracy: 0.9068
2024-12-06 15:11:20.316628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:20.411071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:20.502694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2349 - accuracy: 0.9095
2024-12-06 15:11:20.595668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:20.692010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 121ms/step - loss: 0.2349 - accuracy: 0.9095 - val_loss: 0.6509 - val_accuracy: 0.8470
Epoch 67/100
2024-12-06 15:11:21.412909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.0886 - accuracy: 0.9531 
2024-12-06 15:11:21.624342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:21.734139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.1177 - accuracy: 0.9375
2024-12-06 15:11:21.838319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:21.955092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2102 - accuracy: 0.9115
2024-12-06 15:11:22.060862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:22.176362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.2313 - accuracy: 0.9132
2024-12-06 15:11:22.392700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:22.499359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2297 - accuracy: 0.9187
2024-12-06 15:11:22.594572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:22.706194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2214 - accuracy: 0.9193
2024-12-06 15:11:22.821887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:22.950239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2575 - accuracy: 0.9152
2024-12-06 15:11:23.055555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:23.169819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2542 - accuracy: 0.9160
2024-12-06 15:11:23.272156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:23.389184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2536 - accuracy: 0.9184
2024-12-06 15:11:23.490678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:23.607263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2397 - accuracy: 0.9234
2024-12-06 15:11:23.705995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:23.817103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2396 - accuracy: 0.9219
2024-12-06 15:11:23.915833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:24.028542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2427 - accuracy: 0.9219
2024-12-06 15:11:24.128303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:24.236922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2431 - accuracy: 0.9207
2024-12-06 15:11:24.340397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:24.535030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2332 - accuracy: 0.9224
2024-12-06 15:11:24.632943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:24.738756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2310 - accuracy: 0.9240
2024-12-06 15:11:24.835174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:24.944577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2471 - accuracy: 0.9195
2024-12-06 15:11:25.051967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:25.163446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2560 - accuracy: 0.9173
2024-12-06 15:11:25.261240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:25.371391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2703 - accuracy: 0.9089
2024-12-06 15:11:25.484456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:25.603132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2643 - accuracy: 0.9104
2024-12-06 15:11:25.705900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:25.822735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2665 - accuracy: 0.9078
2024-12-06 15:11:25.926581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2675 - accuracy: 0.9055
2024-12-06 15:11:26.127678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:26.258224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2583 - accuracy: 0.9091
2024-12-06 15:11:26.367915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:26.477616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2571 - accuracy: 0.9096
2024-12-06 15:11:26.574464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:26.679636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2552 - accuracy: 0.9102
2024-12-06 15:11:26.780520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:26.890788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2480 - accuracy: 0.9119
2024-12-06 15:11:26.993966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:27.100140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2493 - accuracy: 0.9111
2024-12-06 15:11:27.196337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:27.296332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2465 - accuracy: 0.9121
2024-12-06 15:11:27.401025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:27.511724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2490 - accuracy: 0.9125
2024-12-06 15:11:27.618998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:27.794422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2524 - accuracy: 0.9106
2024-12-06 15:11:27.913286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:28.013416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:28.107393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2496 - accuracy: 0.9103
2024-12-06 15:11:28.202911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:28.308305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2521 - accuracy: 0.9095
2024-12-06 15:11:28.403892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:28.511658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 125ms/step - loss: 0.2521 - accuracy: 0.9095 - val_loss: 1.0193 - val_accuracy: 0.7380
Epoch 68/100
 1/63 [..............................] - ETA: 12s - loss: 0.2139 - accuracy: 0.9062
2024-12-06 15:11:29.367292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2382 - accuracy: 0.8750 
2024-12-06 15:11:29.576154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:29.689505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.2298 - accuracy: 0.9125
2024-12-06 15:11:29.800004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:29.910797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2284 - accuracy: 0.9167
2024-12-06 15:11:30.010569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:30.125711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.2118 - accuracy: 0.9236
2024-12-06 15:11:30.330402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:30.429945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:30.523577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.2500 - accuracy: 0.9006
2024-12-06 15:11:30.624944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:30.735226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.2285 - accuracy: 0.9111
2024-12-06 15:11:30.843079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:30.962832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.2279 - accuracy: 0.9146
2024-12-06 15:11:31.069529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:31.197056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2343 - accuracy: 0.9118
2024-12-06 15:11:31.309674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:31.436057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2444 - accuracy: 0.9079
2024-12-06 15:11:31.550822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:31.690534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2410 - accuracy: 0.9077
2024-12-06 15:11:31.814020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:31.946239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2265 - accuracy: 0.9117
2024-12-06 15:11:32.076136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2213 - accuracy: 0.9141
2024-12-06 15:11:32.285510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:32.433629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2107 - accuracy: 0.9171
2024-12-06 15:11:32.550323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:32.682168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2199 - accuracy: 0.9118
2024-12-06 15:11:32.800617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:32.927229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2146 - accuracy: 0.9135
2024-12-06 15:11:33.049940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:33.181798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2243 - accuracy: 0.9111
2024-12-06 15:11:33.285425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:33.414687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2231 - accuracy: 0.9127
2024-12-06 15:11:33.530682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:33.661260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2203 - accuracy: 0.9149
2024-12-06 15:11:33.767468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:33.892936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2188 - accuracy: 0.9155
2024-12-06 15:11:34.004696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.2240 - accuracy: 0.9119
2024-12-06 15:11:34.220717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:34.347961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2188 - accuracy: 0.9139
2024-12-06 15:11:34.449430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:34.577043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2172 - accuracy: 0.9157
2024-12-06 15:11:34.697710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:34.829834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2127 - accuracy: 0.9181
2024-12-06 15:11:34.934080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:35.066504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2089 - accuracy: 0.9182
2024-12-06 15:11:35.179048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:35.311688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2136 - accuracy: 0.9165
2024-12-06 15:11:35.421763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:35.548300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2091 - accuracy: 0.9179
2024-12-06 15:11:35.661960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:35.787695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2121 - accuracy: 0.9159
2024-12-06 15:11:35.919736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2091 - accuracy: 0.9178
2024-12-06 15:11:36.188012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:36.300866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2055 - accuracy: 0.9185
2024-12-06 15:11:36.410564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:36.544198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2052 - accuracy: 0.9181
2024-12-06 15:11:36.658242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:36.786852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2037 - accuracy: 0.9187
2024-12-06 15:11:36.900952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:37.021058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2082 - accuracy: 0.9175
2024-12-06 15:11:37.121129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:37.234361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 138ms/step - loss: 0.2082 - accuracy: 0.9175 - val_loss: 0.9958 - val_accuracy: 0.7430
Epoch 69/100
 1/63 [..............................] - ETA: 12s - loss: 0.6309 - accuracy: 0.7500
2024-12-06 15:11:38.122474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.3867 - accuracy: 0.8438 
2024-12-06 15:11:38.328492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:38.433265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 5s - loss: 0.2839 - accuracy: 0.8750
2024-12-06 15:11:38.539049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:38.645579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.2542 - accuracy: 0.8973
2024-12-06 15:11:38.741066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:38.841961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:38.942228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.2160 - accuracy: 0.9125
2024-12-06 15:11:39.044484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.146760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.239133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.2063 - accuracy: 0.9135
2024-12-06 15:11:39.338673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.445175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.538429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.2064 - accuracy: 0.9180
2024-12-06 15:11:39.646944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.749856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:39.846336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2139 - accuracy: 0.9115
2024-12-06 15:11:39.952618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:40.139871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2290 - accuracy: 0.9094
2024-12-06 15:11:40.240390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:40.348964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2370 - accuracy: 0.9020
2024-12-06 15:11:40.456829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:40.572845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2393 - accuracy: 0.8984
2024-12-06 15:11:40.677662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:40.793501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.2300 - accuracy: 0.9014
2024-12-06 15:11:40.895798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:41.008040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2275 - accuracy: 0.9007
2024-12-06 15:11:41.108486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:41.224134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2506 - accuracy: 0.8969
2024-12-06 15:11:41.330350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:41.449550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2512 - accuracy: 0.8984
2024-12-06 15:11:41.546714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:41.659901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2502 - accuracy: 0.8989
2024-12-06 15:11:41.757384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:41.872289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2492 - accuracy: 0.9002
2024-12-06 15:11:41.974767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.2457 - accuracy: 0.9012
2024-12-06 15:11:42.180302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:42.284108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2399 - accuracy: 0.9030
2024-12-06 15:11:42.393944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:42.509134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2348 - accuracy: 0.9055
2024-12-06 15:11:42.610562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:42.721908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2301 - accuracy: 0.9070
2024-12-06 15:11:42.821933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:42.937880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.2344 - accuracy: 0.9056
2024-12-06 15:11:43.037282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:43.152358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2473 - accuracy: 0.9023
2024-12-06 15:11:43.257660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:43.376261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2458 - accuracy: 0.9031
2024-12-06 15:11:43.477658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:43.587799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2448 - accuracy: 0.9044
2024-12-06 15:11:43.689039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:43.800391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2425 - accuracy: 0.9051
2024-12-06 15:11:43.902270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2403 - accuracy: 0.9062
2024-12-06 15:11:44.106621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.227329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2319 - accuracy: 0.9101
2024-12-06 15:11:44.324669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.429260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.521186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2313 - accuracy: 0.9115
2024-12-06 15:11:44.618817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.712028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.802996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2334 - accuracy: 0.9090
2024-12-06 15:11:44.896232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:44.989090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 119ms/step - loss: 0.2334 - accuracy: 0.9090 - val_loss: 0.5324 - val_accuracy: 0.8270
Epoch 70/100
2024-12-06 15:11:45.723003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.2288 - accuracy: 0.9375 
2024-12-06 15:11:45.935936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:46.048937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.3178 - accuracy: 0.8906
2024-12-06 15:11:46.154844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:46.275902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 7s - loss: 0.2795 - accuracy: 0.9010
2024-12-06 15:11:46.383001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:46.582816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.3028 - accuracy: 0.8867
2024-12-06 15:11:46.695236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:46.808168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2744 - accuracy: 0.8906
2024-12-06 15:11:46.910535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:47.023578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2864 - accuracy: 0.8854
2024-12-06 15:11:47.124865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:47.242106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2766 - accuracy: 0.8929
2024-12-06 15:11:47.343513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:47.456264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2712 - accuracy: 0.8965
2024-12-06 15:11:47.557838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:47.664342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.2746 - accuracy: 0.8947
2024-12-06 15:11:47.769217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:47.881558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2697 - accuracy: 0.8969
2024-12-06 15:11:47.975696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:48.082047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2578 - accuracy: 0.9008
2024-12-06 15:11:48.189446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:48.297188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2618 - accuracy: 0.9000
2024-12-06 15:11:48.397057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:48.499988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2558 - accuracy: 0.9014
2024-12-06 15:11:48.603498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:48.716134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2568 - accuracy: 0.9007
2024-12-06 15:11:48.820237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:48.935647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2500 - accuracy: 0.9032
2024-12-06 15:11:49.140176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:49.247231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2445 - accuracy: 0.9053
2024-12-06 15:11:49.342189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:49.454211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2366 - accuracy: 0.9090
2024-12-06 15:11:49.565718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:49.686375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2306 - accuracy: 0.9115
2024-12-06 15:11:49.788207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:49.912988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2452 - accuracy: 0.9079
2024-12-06 15:11:50.014487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:50.132057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2538 - accuracy: 0.9055
2024-12-06 15:11:50.235829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:50.353551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2569 - accuracy: 0.9033
2024-12-06 15:11:50.455390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:50.571858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2544 - accuracy: 0.9041
2024-12-06 15:11:50.680852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:50.871501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2478 - accuracy: 0.9056
2024-12-06 15:11:50.974232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:51.079724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:51.174505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2381 - accuracy: 0.9094
2024-12-06 15:11:51.281519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:51.387207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2368 - accuracy: 0.9093
2024-12-06 15:11:51.487678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:51.597628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2329 - accuracy: 0.9098
2024-12-06 15:11:51.705944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:51.823474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2298 - accuracy: 0.9096
2024-12-06 15:11:51.918630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:52.023819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:52.115273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2331 - accuracy: 0.9089
2024-12-06 15:11:52.216220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:52.312483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:52.405014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2360 - accuracy: 0.9083
2024-12-06 15:11:52.501367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:52.609133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2344 - accuracy: 0.9090
2024-12-06 15:11:52.706139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 123ms/step - loss: 0.2344 - accuracy: 0.9090 - val_loss: 0.5855 - val_accuracy: 0.8170
Epoch 71/100
2024-12-06 15:11:53.594802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2225 - accuracy: 0.9062 
2024-12-06 15:11:53.833265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:53.956677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.1561 - accuracy: 0.9453
2024-12-06 15:11:54.067621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:54.184559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.1632 - accuracy: 0.9323
2024-12-06 15:11:54.287862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:54.414029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.1756 - accuracy: 0.9336
2024-12-06 15:11:54.511725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:54.625241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.2232 - accuracy: 0.9205
2024-12-06 15:11:54.720231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:54.825302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.2203 - accuracy: 0.9183
2024-12-06 15:11:54.923167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:55.027031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2253 - accuracy: 0.9196
2024-12-06 15:11:55.126878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:55.291258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2271 - accuracy: 0.9154
2024-12-06 15:11:55.415386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:55.516896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2344 - accuracy: 0.9149
2024-12-06 15:11:55.616785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:55.727311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2259 - accuracy: 0.9156
2024-12-06 15:11:55.829446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:55.942038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2239 - accuracy: 0.9176
2024-12-06 15:11:56.041128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:56.151230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2188 - accuracy: 0.9200
2024-12-06 15:11:56.251377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:56.359933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2199 - accuracy: 0.9171
2024-12-06 15:11:56.456627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:56.561847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2172 - accuracy: 0.9185
2024-12-06 15:11:56.669120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:56.790038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2345 - accuracy: 0.9104
2024-12-06 15:11:56.895472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:57.018541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2347 - accuracy: 0.9111
2024-12-06 15:11:57.128341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:57.247763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2354 - accuracy: 0.9090
2024-12-06 15:11:57.431587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:57.562290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.2400 - accuracy: 0.9096
2024-12-06 15:11:57.656014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:57.762771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2385 - accuracy: 0.9103
2024-12-06 15:11:57.858049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:57.959176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2351 - accuracy: 0.9117
2024-12-06 15:11:58.064527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:58.172181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2307 - accuracy: 0.9122
2024-12-06 15:11:58.276621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:58.387231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2306 - accuracy: 0.9112
2024-12-06 15:11:58.486721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:58.596533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2244 - accuracy: 0.9137
2024-12-06 15:11:58.697661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:58.804241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2215 - accuracy: 0.9147
2024-12-06 15:11:58.908339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:59.022750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2180 - accuracy: 0.9169
2024-12-06 15:11:59.125207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:59.239918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2194 - accuracy: 0.9159
2024-12-06 15:11:59.340519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:59.455997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2178 - accuracy: 0.9159
2024-12-06 15:11:59.558477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:59.663403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:11:59.754789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2187 - accuracy: 0.9159
2024-12-06 15:11:59.944724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:00.046592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:00.139706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2133 - accuracy: 0.9180
2024-12-06 15:12:00.238117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:00.338004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:00.437658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2111 - accuracy: 0.9185
2024-12-06 15:12:00.540375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 121ms/step - loss: 0.2111 - accuracy: 0.9185 - val_loss: 0.6149 - val_accuracy: 0.8320
Epoch 72/100
2024-12-06 15:12:01.310263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.5279 - accuracy: 0.9219 
2024-12-06 15:12:01.531070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:01.663086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.3623 - accuracy: 0.9219
2024-12-06 15:12:01.775663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:01.905604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.3236 - accuracy: 0.9010
2024-12-06 15:12:02.013418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:02.144918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 6s - loss: 0.3496 - accuracy: 0.8929
2024-12-06 15:12:02.252656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 7s - loss: 0.3207 - accuracy: 0.8924
2024-12-06 15:12:02.476101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:02.593105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.2960 - accuracy: 0.9006
2024-12-06 15:12:02.693330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:02.810601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2671 - accuracy: 0.9152
2024-12-06 15:12:02.903874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.010932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2416 - accuracy: 0.9258
2024-12-06 15:12:03.111044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.213822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.311148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2225 - accuracy: 0.9276
2024-12-06 15:12:03.414121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.513625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.605582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2427 - accuracy: 0.9233
2024-12-06 15:12:03.702005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:03.811751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2478 - accuracy: 0.9245
2024-12-06 15:12:03.910277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:04.012979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2465 - accuracy: 0.9250
2024-12-06 15:12:04.115199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:04.282005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2458 - accuracy: 0.9225
2024-12-06 15:12:04.427860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:04.536009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2383 - accuracy: 0.9246
2024-12-06 15:12:04.640854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:04.760469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2323 - accuracy: 0.9244
2024-12-06 15:12:04.862005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:04.993749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2272 - accuracy: 0.9252
2024-12-06 15:12:05.099778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:05.225535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2255 - accuracy: 0.9232
2024-12-06 15:12:05.331492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:05.460152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2197 - accuracy: 0.9240
2024-12-06 15:12:05.561960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:05.687720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2184 - accuracy: 0.9235
2024-12-06 15:12:05.795930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2208 - accuracy: 0.9245
2024-12-06 15:12:06.034615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:06.144543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2225 - accuracy: 0.9234
2024-12-06 15:12:06.243854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:06.349244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2247 - accuracy: 0.9226
2024-12-06 15:12:06.455169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:06.568346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2209 - accuracy: 0.9232
2024-12-06 15:12:06.669939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:06.786473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2203 - accuracy: 0.9219
2024-12-06 15:12:06.889004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.003804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2196 - accuracy: 0.9225
2024-12-06 15:12:07.107314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.218281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2200 - accuracy: 0.9231
2024-12-06 15:12:07.319592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.435034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2159 - accuracy: 0.9239
2024-12-06 15:12:07.537335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.643380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.734911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2167 - accuracy: 0.9224
2024-12-06 15:12:07.830811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:07.924234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:08.011878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2211 - accuracy: 0.9198
2024-12-06 15:12:08.104859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:08.204243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2161 - accuracy: 0.9210
2024-12-06 15:12:08.361949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:08.493725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 124ms/step - loss: 0.2161 - accuracy: 0.9210 - val_loss: 0.7601 - val_accuracy: 0.8100
Epoch 73/100
2024-12-06 15:12:09.229812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.1786 - accuracy: 0.9062 
2024-12-06 15:12:09.453625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:09.587217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.2157 - accuracy: 0.9062
2024-12-06 15:12:09.699638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:09.852624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 7s - loss: 0.2079 - accuracy: 0.9062
2024-12-06 15:12:09.964965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:10.078389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2196 - accuracy: 0.9102
2024-12-06 15:12:10.176839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:10.288488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2079 - accuracy: 0.9187
2024-12-06 15:12:10.390565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:10.511219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.2032 - accuracy: 0.9141
2024-12-06 15:12:10.612172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:10.727033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2151 - accuracy: 0.9152
2024-12-06 15:12:10.824077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:10.939544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2103 - accuracy: 0.9180
2024-12-06 15:12:11.134667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:11.263364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2020 - accuracy: 0.9201
2024-12-06 15:12:11.358784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:11.476417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.1909 - accuracy: 0.9250
2024-12-06 15:12:11.575547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:11.683079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.1821 - accuracy: 0.9293
2024-12-06 15:12:11.784219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:11.893276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.1912 - accuracy: 0.9271
2024-12-06 15:12:11.990869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:12.103416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.1942 - accuracy: 0.9243
2024-12-06 15:12:12.221347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:12.347729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.1995 - accuracy: 0.9230
2024-12-06 15:12:12.448179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:12.563014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2049 - accuracy: 0.9219
2024-12-06 15:12:12.662470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:12.774545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2021 - accuracy: 0.9223
2024-12-06 15:12:12.872374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:12.978570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:13.072841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2018 - accuracy: 0.9205
2024-12-06 15:12:13.179094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:13.378845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.2030 - accuracy: 0.9189
2024-12-06 15:12:13.488643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:13.603699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2160 - accuracy: 0.9167
2024-12-06 15:12:13.707452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:13.829712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2124 - accuracy: 0.9162
2024-12-06 15:12:13.935761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:14.050036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2065 - accuracy: 0.9179
2024-12-06 15:12:14.154102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:14.281554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2114 - accuracy: 0.9153
2024-12-06 15:12:14.392433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:14.508877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2089 - accuracy: 0.9156
2024-12-06 15:12:14.614662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:14.738674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2062 - accuracy: 0.9158
2024-12-06 15:12:14.846262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:14.973100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2037 - accuracy: 0.9169
2024-12-06 15:12:15.079263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2045 - accuracy: 0.9171
2024-12-06 15:12:15.322066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:15.441288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2048 - accuracy: 0.9172
2024-12-06 15:12:15.546641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:15.660305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1972 - accuracy: 0.9211
2024-12-06 15:12:15.752617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:15.854758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:15.949145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1948 - accuracy: 0.9219
2024-12-06 15:12:16.046731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:16.148543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:16.243346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1911 - accuracy: 0.9235
2024-12-06 15:12:16.338606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:16.441917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 125ms/step - loss: 0.1911 - accuracy: 0.9235 - val_loss: 0.5229 - val_accuracy: 0.8400
Epoch 74/100
2024-12-06 15:12:17.183437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2611 - accuracy: 0.8750 
2024-12-06 15:12:17.413743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:17.536011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 7s - loss: 0.3355 - accuracy: 0.8542
2024-12-06 15:12:17.646276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 9s - loss: 0.3100 - accuracy: 0.8625
2024-12-06 15:12:17.907259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:18.031261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.3155 - accuracy: 0.8661
2024-12-06 15:12:18.131543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:18.260814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 7s - loss: 0.2844 - accuracy: 0.8854
2024-12-06 15:12:18.363139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:18.506708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.2588 - accuracy: 0.9006
2024-12-06 15:12:18.616589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:18.727659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2836 - accuracy: 0.8996
2024-12-06 15:12:18.828772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:18.938756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.2686 - accuracy: 0.9062
2024-12-06 15:12:19.037011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:19.145111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2442 - accuracy: 0.9154
2024-12-06 15:12:19.254802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:19.369739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.2347 - accuracy: 0.9178
2024-12-06 15:12:19.469892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:19.659902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2190 - accuracy: 0.9226
2024-12-06 15:12:19.761899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:19.872110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2109 - accuracy: 0.9232
2024-12-06 15:12:19.973585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.075566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.172824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2112 - accuracy: 0.9225
2024-12-06 15:12:20.276745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.376976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.471615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2175 - accuracy: 0.9192
2024-12-06 15:12:20.572982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.684727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2170 - accuracy: 0.9194
2024-12-06 15:12:20.786119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:20.898821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2234 - accuracy: 0.9173
2024-12-06 15:12:20.995002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:21.098054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:21.193304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2215 - accuracy: 0.9184
2024-12-06 15:12:21.300776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:21.413437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2253 - accuracy: 0.9153
2024-12-06 15:12:21.517916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:21.629804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2211 - accuracy: 0.9172
2024-12-06 15:12:21.727341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:21.842045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2264 - accuracy: 0.9137
2024-12-06 15:12:22.053872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:22.186681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2205 - accuracy: 0.9162
2024-12-06 15:12:22.300072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:22.421332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.2229 - accuracy: 0.9144
2024-12-06 15:12:22.530587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:22.667677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2209 - accuracy: 0.9147
2024-12-06 15:12:22.779458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:22.931802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2179 - accuracy: 0.9150
2024-12-06 15:12:23.049719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:23.173752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2109 - accuracy: 0.9183
2024-12-06 15:12:23.282263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:23.408608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2048 - accuracy: 0.9207
2024-12-06 15:12:23.512212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:23.625943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2028 - accuracy: 0.9221
2024-12-06 15:12:23.721964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:23.824509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:23.919398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2049 - accuracy: 0.9229
2024-12-06 15:12:24.079585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:24.192802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2013 - accuracy: 0.9239
2024-12-06 15:12:24.283053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:24.376360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:24.470269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 126ms/step - loss: 0.2000 - accuracy: 0.9245 - val_loss: 0.5605 - val_accuracy: 0.8420
Epoch 75/100
 1/63 [..............................] - ETA: 11s - loss: 0.0786 - accuracy: 0.9688
2024-12-06 15:12:25.213468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:25.407401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 7s - loss: 0.3221 - accuracy: 0.8958
2024-12-06 15:12:25.516123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:25.647178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.3818 - accuracy: 0.8687
2024-12-06 15:12:25.748949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:25.864336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 6s - loss: 0.3472 - accuracy: 0.8750
2024-12-06 15:12:25.965864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:26.087467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.3097 - accuracy: 0.8924
2024-12-06 15:12:26.190100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:26.318439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 5s - loss: 0.2739 - accuracy: 0.9062
2024-12-06 15:12:26.435381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2641 - accuracy: 0.9089
2024-12-06 15:12:26.654439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:26.792464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2497 - accuracy: 0.9085
2024-12-06 15:12:26.912745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:27.032171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2538 - accuracy: 0.9082
2024-12-06 15:12:27.137150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:27.261452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2558 - accuracy: 0.9062
2024-12-06 15:12:27.384332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:27.512251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2547 - accuracy: 0.9047
2024-12-06 15:12:27.618415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:27.729577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.2480 - accuracy: 0.9049
2024-12-06 15:12:27.826738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:27.932144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2522 - accuracy: 0.9036
2024-12-06 15:12:28.029940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:28.135758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2508 - accuracy: 0.9014
2024-12-06 15:12:28.246552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:28.363922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2506 - accuracy: 0.9018
2024-12-06 15:12:28.457650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:28.656316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2474 - accuracy: 0.9042
2024-12-06 15:12:28.766029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:28.870314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2499 - accuracy: 0.9033
2024-12-06 15:12:28.969683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:29.080828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2509 - accuracy: 0.9044
2024-12-06 15:12:29.203494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:29.326429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2477 - accuracy: 0.9054
2024-12-06 15:12:29.432377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:29.546820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2449 - accuracy: 0.9071
2024-12-06 15:12:29.645118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:29.755404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2426 - accuracy: 0.9062
2024-12-06 15:12:29.855876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:29.969153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2433 - accuracy: 0.9070
2024-12-06 15:12:30.071267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:30.191950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2390 - accuracy: 0.9091
2024-12-06 15:12:30.293372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:30.414635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2551 - accuracy: 0.9090
2024-12-06 15:12:30.513077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2551 - accuracy: 0.9082
2024-12-06 15:12:30.743360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:30.866344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2506 - accuracy: 0.9088
2024-12-06 15:12:30.969297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.096029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2433 - accuracy: 0.9118
2024-12-06 15:12:31.198736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.316047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2352 - accuracy: 0.9149
2024-12-06 15:12:31.412963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.519891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.612246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2296 - accuracy: 0.9156
2024-12-06 15:12:31.715316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.815876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:31.908264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2293 - accuracy: 0.9161
2024-12-06 15:12:32.002015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:32.105485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2334 - accuracy: 0.9144
2024-12-06 15:12:32.206127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:32.308212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2318 - accuracy: 0.9150
2024-12-06 15:12:32.415426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 128ms/step - loss: 0.2318 - accuracy: 0.9150 - val_loss: 0.5630 - val_accuracy: 0.8220
Epoch 76/100
 1/63 [..............................] - ETA: 12s - loss: 0.1113 - accuracy: 0.9688
2024-12-06 15:12:33.365378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:33.563139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.2783 - accuracy: 0.8984
2024-12-06 15:12:33.667951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:33.773418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.2548 - accuracy: 0.9062
2024-12-06 15:12:33.871631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:33.980492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.2354 - accuracy: 0.9107
2024-12-06 15:12:34.082110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:34.192945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.2335 - accuracy: 0.9125
2024-12-06 15:12:34.290433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:34.393959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:34.490018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.2627 - accuracy: 0.9167
2024-12-06 15:12:34.595360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:34.703077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2700 - accuracy: 0.9129
2024-12-06 15:12:34.805590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:34.921082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2638 - accuracy: 0.9121
2024-12-06 15:12:35.026497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:35.221316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2554 - accuracy: 0.9097
2024-12-06 15:12:35.331037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:35.445136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2382 - accuracy: 0.9141
2024-12-06 15:12:35.544341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:35.655742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2409 - accuracy: 0.9105
2024-12-06 15:12:35.759529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:35.875050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2388 - accuracy: 0.9089
2024-12-06 15:12:35.978535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:36.093585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2394 - accuracy: 0.9062
2024-12-06 15:12:36.195396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:36.308157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2277 - accuracy: 0.9107
2024-12-06 15:12:36.410069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:36.522103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2190 - accuracy: 0.9125
2024-12-06 15:12:36.624297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:36.741276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2103 - accuracy: 0.9170
2024-12-06 15:12:36.846212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:36.964546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2051 - accuracy: 0.9182
2024-12-06 15:12:37.062259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:37.176557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2045 - accuracy: 0.9193
2024-12-06 15:12:37.277677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:37.392416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.2152 - accuracy: 0.9153
2024-12-06 15:12:37.491770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:37.610229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2227 - accuracy: 0.9102
2024-12-06 15:12:37.711546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2278 - accuracy: 0.9085
2024-12-06 15:12:37.922631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:38.048932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2280 - accuracy: 0.9084
2024-12-06 15:12:38.159098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:38.281747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2277 - accuracy: 0.9097
2024-12-06 15:12:38.391984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:38.533896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2230 - accuracy: 0.9116
2024-12-06 15:12:38.674491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:38.810913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2245 - accuracy: 0.9107
2024-12-06 15:12:38.927908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:39.069601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2202 - accuracy: 0.9124
2024-12-06 15:12:39.188434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:39.308154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2173 - accuracy: 0.9135
2024-12-06 15:12:39.427683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.2117 - accuracy: 0.9155
2024-12-06 15:12:39.672521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:39.797548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2127 - accuracy: 0.9157
2024-12-06 15:12:39.899635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:40.016043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2248 - accuracy: 0.9106
2024-12-06 15:12:40.112889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:40.226336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2239 - accuracy: 0.9104
2024-12-06 15:12:40.325443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:40.435757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2256 - accuracy: 0.9110
2024-12-06 15:12:40.535779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:40.653411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 128ms/step - loss: 0.2256 - accuracy: 0.9110 - val_loss: 0.4822 - val_accuracy: 0.8360
Epoch 77/100
2024-12-06 15:12:41.497929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.0596 - accuracy: 1.0000 
2024-12-06 15:12:41.750037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:41.883862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 8s - loss: 0.1231 - accuracy: 0.9688
2024-12-06 15:12:42.005448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:42.201580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 8s - loss: 0.1249 - accuracy: 0.9583
2024-12-06 15:12:42.337258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:42.458741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 7s - loss: 0.1296 - accuracy: 0.9531
2024-12-06 15:12:42.563286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:42.698579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 7s - loss: 0.1431 - accuracy: 0.9406
2024-12-06 15:12:42.811320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:42.941217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.1508 - accuracy: 0.9349
2024-12-06 15:12:43.039805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:43.163331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.1418 - accuracy: 0.9397
2024-12-06 15:12:43.263174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:43.379980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.1545 - accuracy: 0.9395
2024-12-06 15:12:43.477773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:43.593554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.1803 - accuracy: 0.9358
2024-12-06 15:12:43.695353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:43.813830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.1774 - accuracy: 0.9344
2024-12-06 15:12:43.910215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:44.026324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.1796 - accuracy: 0.9332
2024-12-06 15:12:44.262561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:44.462224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 5s - loss: 0.1855 - accuracy: 0.9323
2024-12-06 15:12:44.578624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:44.706814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.1929 - accuracy: 0.9303
2024-12-06 15:12:44.817027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:44.945639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2056 - accuracy: 0.9275
2024-12-06 15:12:45.060108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:45.192286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2022 - accuracy: 0.9292
2024-12-06 15:12:45.301216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:45.426852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2003 - accuracy: 0.9316
2024-12-06 15:12:45.531032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:45.657343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2045 - accuracy: 0.9283
2024-12-06 15:12:45.780529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:45.913126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2040 - accuracy: 0.9288
2024-12-06 15:12:46.125091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:46.274984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2045 - accuracy: 0.9268
2024-12-06 15:12:46.380586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:46.509189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1974 - accuracy: 0.9305
2024-12-06 15:12:46.612173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:46.727702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1996 - accuracy: 0.9271
2024-12-06 15:12:46.833554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:46.986694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1937 - accuracy: 0.9290
2024-12-06 15:12:47.105458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:47.227254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2005 - accuracy: 0.9246
2024-12-06 15:12:47.344115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:47.478350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2018 - accuracy: 0.9245
2024-12-06 15:12:47.595725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:47.716193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2009 - accuracy: 0.9254
2024-12-06 15:12:47.835069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2040 - accuracy: 0.9259
2024-12-06 15:12:48.120278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:48.246702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2053 - accuracy: 0.9245
2024-12-06 15:12:48.359941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:48.481292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2028 - accuracy: 0.9250
2024-12-06 15:12:48.594638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:48.710635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2009 - accuracy: 0.9260
2024-12-06 15:12:48.808387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:48.916307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1980 - accuracy: 0.9276
2024-12-06 15:12:49.015025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:49.111584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:49.205471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1956 - accuracy: 0.9279
2024-12-06 15:12:49.299792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:49.401996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 137ms/step - loss: 0.1946 - accuracy: 0.9285 - val_loss: 0.6222 - val_accuracy: 0.8370
Epoch 78/100
2024-12-06 15:12:50.263673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 9s - loss: 0.1734 - accuracy: 0.9219 
2024-12-06 15:12:50.477475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:50.631545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 10s - loss: 0.1813 - accuracy: 0.9219
2024-12-06 15:12:50.893816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:51.029401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 8s - loss: 0.2460 - accuracy: 0.9167
2024-12-06 15:12:51.135537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:51.261202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 7s - loss: 0.2440 - accuracy: 0.9141
2024-12-06 15:12:51.371765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:51.485607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.2863 - accuracy: 0.9062
2024-12-06 15:12:51.586093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:51.697719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2791 - accuracy: 0.9089
2024-12-06 15:12:51.792933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:51.897591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.2525 - accuracy: 0.9167
2024-12-06 15:12:52.006156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:52.119490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.2399 - accuracy: 0.9191
2024-12-06 15:12:52.210789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:52.311909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2316 - accuracy: 0.9219
2024-12-06 15:12:52.414887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:52.521880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.2847 - accuracy: 0.9048
2024-12-06 15:12:52.624852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:52.731655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2765 - accuracy: 0.9062
2024-12-06 15:12:52.901482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:53.027146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2707 - accuracy: 0.9062
2024-12-06 15:12:53.131815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:53.244109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2637 - accuracy: 0.9087
2024-12-06 15:12:53.341592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:53.453450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2670 - accuracy: 0.9107
2024-12-06 15:12:53.550203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:53.664089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2538 - accuracy: 0.9156
2024-12-06 15:12:53.770671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:53.895506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2446 - accuracy: 0.9180
2024-12-06 15:12:54.004935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:54.165190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2406 - accuracy: 0.9200
2024-12-06 15:12:54.285529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:54.422738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2434 - accuracy: 0.9187
2024-12-06 15:12:54.539618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2458 - accuracy: 0.9181
2024-12-06 15:12:54.772521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:54.905374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2422 - accuracy: 0.9191
2024-12-06 15:12:55.013700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:55.132961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2324 - accuracy: 0.9219
2024-12-06 15:12:55.227214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:55.333046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2288 - accuracy: 0.9230
2024-12-06 15:12:55.432969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:55.543458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2244 - accuracy: 0.9243
2024-12-06 15:12:55.649255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:55.763332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2272 - accuracy: 0.9215
2024-12-06 15:12:55.860571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:55.998953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2240 - accuracy: 0.9241
2024-12-06 15:12:56.105909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:56.235366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2254 - accuracy: 0.9228
2024-12-06 15:12:56.484252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:56.627307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2293 - accuracy: 0.9216
2024-12-06 15:12:56.751566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:56.890907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.2261 - accuracy: 0.9233
2024-12-06 15:12:57.008799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:57.141158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2207 - accuracy: 0.9249
2024-12-06 15:12:57.254112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:57.374724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2178 - accuracy: 0.9258
2024-12-06 15:12:57.479429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:57.619357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2182 - accuracy: 0.9252
2024-12-06 15:12:57.745245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:57.878950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2168 - accuracy: 0.9260
2024-12-06 15:12:57.990424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 140ms/step - loss: 0.2168 - accuracy: 0.9260 - val_loss: 0.5256 - val_accuracy: 0.8520
Epoch 79/100
2024-12-06 15:12:59.166018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.1671 - accuracy: 0.9219 
2024-12-06 15:12:59.414628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:59.532760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.4709 - accuracy: 0.8828
2024-12-06 15:12:59.630704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:59.748906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.5006 - accuracy: 0.8594
2024-12-06 15:12:59.845357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:12:59.954828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.4214 - accuracy: 0.8711
2024-12-06 15:13:00.053095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:00.163191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.3673 - accuracy: 0.8875
2024-12-06 15:13:00.260533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:00.375163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.3347 - accuracy: 0.8932
2024-12-06 15:13:00.477093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:00.593773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.3076 - accuracy: 0.8996
2024-12-06 15:13:00.699779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:00.811850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2886 - accuracy: 0.9043
2024-12-06 15:13:00.911910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:01.025617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2700 - accuracy: 0.9115
2024-12-06 15:13:01.128160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:01.245542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.2637 - accuracy: 0.9141
2024-12-06 15:13:01.348367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:01.546941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2637 - accuracy: 0.9105
2024-12-06 15:13:01.680364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:01.788852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2556 - accuracy: 0.9128
2024-12-06 15:13:01.899622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:02.023905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2530 - accuracy: 0.9135
2024-12-06 15:13:02.140208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:02.272683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2480 - accuracy: 0.9141
2024-12-06 15:13:02.406116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:02.566014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.2403 - accuracy: 0.9167
2024-12-06 15:13:02.686931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:02.825908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2360 - accuracy: 0.9180
2024-12-06 15:13:02.954456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:03.102434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2395 - accuracy: 0.9176
2024-12-06 15:13:03.217245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2372 - accuracy: 0.9179
2024-12-06 15:13:03.462415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:03.583079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2366 - accuracy: 0.9181
2024-12-06 15:13:03.685525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:03.800818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2309 - accuracy: 0.9191
2024-12-06 15:13:03.898778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:04.007615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2255 - accuracy: 0.9215
2024-12-06 15:13:04.111542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:04.221816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2243 - accuracy: 0.9201
2024-12-06 15:13:04.325673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:04.442702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2496 - accuracy: 0.9146
2024-12-06 15:13:04.557889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:04.675456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.2499 - accuracy: 0.9129
2024-12-06 15:13:04.777475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:04.886568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2461 - accuracy: 0.9139
2024-12-06 15:13:04.989821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:05.105096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2435 - accuracy: 0.9148
2024-12-06 15:13:05.212637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:05.333076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2400 - accuracy: 0.9151
2024-12-06 15:13:05.434227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:05.545174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2349 - accuracy: 0.9174
2024-12-06 15:13:05.723024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:05.829261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.2290 - accuracy: 0.9197
2024-12-06 15:13:05.925518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:06.023215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:06.124866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2330 - accuracy: 0.9182
2024-12-06 15:13:06.236276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:06.355927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2303 - accuracy: 0.9200
2024-12-06 15:13:06.459117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:06.575093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 129ms/step - loss: 0.2303 - accuracy: 0.9200 - val_loss: 1.0025 - val_accuracy: 0.7880
Epoch 80/100
2024-12-06 15:13:07.413267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.3475 - accuracy: 0.8906 
2024-12-06 15:13:07.624639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:07.741751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 9s - loss: 0.2354 - accuracy: 0.9141
2024-12-06 15:13:07.948511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:08.127489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 8s - loss: 0.2335 - accuracy: 0.9115
2024-12-06 15:13:08.219442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:08.334200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.2147 - accuracy: 0.9132
2024-12-06 15:13:08.430607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:08.544126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2020 - accuracy: 0.9187
2024-12-06 15:13:08.638414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:08.752561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.2102 - accuracy: 0.9207
2024-12-06 15:13:08.883361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:08.988548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2014 - accuracy: 0.9219
2024-12-06 15:13:09.086501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:09.198300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.1904 - accuracy: 0.9265
2024-12-06 15:13:09.303001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:09.411951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.1831 - accuracy: 0.9326
2024-12-06 15:13:09.509221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:09.612092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.1805 - accuracy: 0.9312
2024-12-06 15:13:09.710507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:09.888303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.1820 - accuracy: 0.9276
2024-12-06 15:13:10.008527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:10.149243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.1866 - accuracy: 0.9284
2024-12-06 15:13:10.260785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:10.400394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.1804 - accuracy: 0.9303
2024-12-06 15:13:10.528801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:10.659432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.1759 - accuracy: 0.9308
2024-12-06 15:13:10.767007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:10.898060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.1724 - accuracy: 0.9312
2024-12-06 15:13:11.015207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:11.148770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1745 - accuracy: 0.9287
2024-12-06 15:13:11.367108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:11.494679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.1678 - accuracy: 0.9320
2024-12-06 15:13:11.600818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:11.737669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.1664 - accuracy: 0.9332
2024-12-06 15:13:11.868262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:12.017566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.1675 - accuracy: 0.9334
2024-12-06 15:13:12.129174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:12.249001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1728 - accuracy: 0.9312
2024-12-06 15:13:12.344558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:12.460900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1827 - accuracy: 0.9278
2024-12-06 15:13:12.562441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:12.684504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1843 - accuracy: 0.9283
2024-12-06 15:13:12.780727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:12.892598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1836 - accuracy: 0.9287
2024-12-06 15:13:12.988498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:13.096245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1851 - accuracy: 0.9271
2024-12-06 15:13:13.197525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:13.309887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.1871 - accuracy: 0.9265
2024-12-06 15:13:13.407320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:13.515105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:13.609316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1847 - accuracy: 0.9277
2024-12-06 15:13:13.854794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:13.964734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1906 - accuracy: 0.9241
2024-12-06 15:13:14.055760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:14.154792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1927 - accuracy: 0.9232
2024-12-06 15:13:14.260525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:14.364279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1939 - accuracy: 0.9221
2024-12-06 15:13:14.472993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:14.604481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1937 - accuracy: 0.9221
2024-12-06 15:13:14.719588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:14.855054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1927 - accuracy: 0.9225
2024-12-06 15:13:14.970140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 132ms/step - loss: 0.1927 - accuracy: 0.9225 - val_loss: 0.5625 - val_accuracy: 0.8410
Epoch 81/100
2024-12-06 15:13:15.828949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 15s - loss: 0.1328 - accuracy: 0.9375
2024-12-06 15:13:16.079340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 10s - loss: 0.1122 - accuracy: 0.9583
2024-12-06 15:13:16.325594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:16.437795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 8s - loss: 0.1210 - accuracy: 0.9625
2024-12-06 15:13:16.541388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:16.650660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.1041 - accuracy: 0.9688
2024-12-06 15:13:16.751547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:16.869041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.1277 - accuracy: 0.9618
2024-12-06 15:13:16.976754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:17.093151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.1532 - accuracy: 0.9557
2024-12-06 15:13:17.193969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:17.304486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.1586 - accuracy: 0.9487
2024-12-06 15:13:17.397428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:17.499739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.1556 - accuracy: 0.9479
2024-12-06 15:13:17.601817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:17.710773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.1498 - accuracy: 0.9485
2024-12-06 15:13:17.811921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:17.920043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.1473 - accuracy: 0.9500
2024-12-06 15:13:18.022853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:18.128102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:18.225717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.1532 - accuracy: 0.9474
2024-12-06 15:13:18.475011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:18.601232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.1548 - accuracy: 0.9453
2024-12-06 15:13:18.712446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:18.834599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.1517 - accuracy: 0.9459
2024-12-06 15:13:18.939795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:19.068783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.1531 - accuracy: 0.9431
2024-12-06 15:13:19.193684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:19.349209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.1646 - accuracy: 0.9396
2024-12-06 15:13:19.468502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:19.597560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1792 - accuracy: 0.9336
2024-12-06 15:13:19.695540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:19.815921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.1782 - accuracy: 0.9338
2024-12-06 15:13:19.926059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:20.057817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.1805 - accuracy: 0.9323
2024-12-06 15:13:20.304027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:20.425919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.1795 - accuracy: 0.9317
2024-12-06 15:13:20.530771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:20.658682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1877 - accuracy: 0.9273
2024-12-06 15:13:20.766897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:20.878917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1924 - accuracy: 0.9256
2024-12-06 15:13:21.007090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:21.125660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1890 - accuracy: 0.9261
2024-12-06 15:13:21.235083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:21.364344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1875 - accuracy: 0.9266
2024-12-06 15:13:21.469833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:21.591916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1867 - accuracy: 0.9264
2024-12-06 15:13:21.694902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:21.814426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1843 - accuracy: 0.9269
2024-12-06 15:13:21.911220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:22.024500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.1806 - accuracy: 0.9291
2024-12-06 15:13:22.122617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:22.235999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1786 - accuracy: 0.9300
2024-12-06 15:13:22.459283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:22.645827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1756 - accuracy: 0.9314
2024-12-06 15:13:22.753591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:22.855238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1727 - accuracy: 0.9322
2024-12-06 15:13:22.960708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:23.063760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1726 - accuracy: 0.9323
2024-12-06 15:13:23.166005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:23.271626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1745 - accuracy: 0.9315
2024-12-06 15:13:23.391332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:23.550791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 134ms/step - loss: 0.1739 - accuracy: 0.9315 - val_loss: 0.5441 - val_accuracy: 0.8330
Epoch 82/100
 1/63 [..............................] - ETA: 12s - loss: 0.0878 - accuracy: 0.9375
2024-12-06 15:13:24.409037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.0846 - accuracy: 0.9531 
2024-12-06 15:13:24.610681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:24.716553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.1184 - accuracy: 0.9453
2024-12-06 15:13:24.827961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:24.953133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 8s - loss: 0.1615 - accuracy: 0.9271
2024-12-06 15:13:25.083045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:25.315448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 7s - loss: 0.1981 - accuracy: 0.9258
2024-12-06 15:13:25.417307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:25.542997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2459 - accuracy: 0.9062
2024-12-06 15:13:25.647517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:25.769856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2374 - accuracy: 0.9115
2024-12-06 15:13:25.871455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:25.987893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2169 - accuracy: 0.9196
2024-12-06 15:13:26.097800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:26.218096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2108 - accuracy: 0.9199
2024-12-06 15:13:26.329512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:26.475929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2379 - accuracy: 0.9062
2024-12-06 15:13:26.596398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:26.731996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2311 - accuracy: 0.9109
2024-12-06 15:13:26.827730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2336 - accuracy: 0.9107
2024-12-06 15:13:27.032447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:27.162636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2386 - accuracy: 0.9049
2024-12-06 15:13:27.287494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:27.426196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2283 - accuracy: 0.9075
2024-12-06 15:13:27.536018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:27.670385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2191 - accuracy: 0.9120
2024-12-06 15:13:27.776977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:27.930132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2157 - accuracy: 0.9149
2024-12-06 15:13:28.038858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:28.161074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2118 - accuracy: 0.9163
2024-12-06 15:13:28.273612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:28.411835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2061 - accuracy: 0.9167
2024-12-06 15:13:28.699712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:28.815877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2006 - accuracy: 0.9187
2024-12-06 15:13:28.915060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:29.038389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.1967 - accuracy: 0.9206
2024-12-06 15:13:29.142779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:29.262266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.1979 - accuracy: 0.9215
2024-12-06 15:13:29.385299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:29.517612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.1963 - accuracy: 0.9223
2024-12-06 15:13:29.636976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:29.785001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.1994 - accuracy: 0.9215
2024-12-06 15:13:29.900459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:30.028890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.1950 - accuracy: 0.9236
2024-12-06 15:13:30.134996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:30.329524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.1978 - accuracy: 0.9229
2024-12-06 15:13:30.466151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:30.584042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2052 - accuracy: 0.9190
2024-12-06 15:13:30.690575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:30.831377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2005 - accuracy: 0.9216
2024-12-06 15:13:30.953002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:31.078828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2030 - accuracy: 0.9210
2024-12-06 15:13:31.212777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:31.356190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2029 - accuracy: 0.9216
2024-12-06 15:13:31.481608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:31.606750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2000 - accuracy: 0.9238
2024-12-06 15:13:31.715178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:31.832554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1962 - accuracy: 0.9253
2024-12-06 15:13:31.931075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:32.043992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1933 - accuracy: 0.9266
2024-12-06 15:13:32.142043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1944 - accuracy: 0.9255
2024-12-06 15:13:32.356369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:32.477500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 140ms/step - loss: 0.1944 - accuracy: 0.9255 - val_loss: 0.5343 - val_accuracy: 0.8480
Epoch 83/100
2024-12-06 15:13:33.304905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.1345 - accuracy: 0.9375 
2024-12-06 15:13:33.543436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:33.671954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.3155 - accuracy: 0.9141
2024-12-06 15:13:33.784330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:33.908928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2687 - accuracy: 0.9219
2024-12-06 15:13:34.011716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:34.144986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2438 - accuracy: 0.9258
2024-12-06 15:13:34.274189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:34.401327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2295 - accuracy: 0.9250
2024-12-06 15:13:34.521311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:34.728346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2160 - accuracy: 0.9271
2024-12-06 15:13:34.870293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:34.991843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.2397 - accuracy: 0.9241
2024-12-06 15:13:35.111292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:35.269293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 6s - loss: 0.2182 - accuracy: 0.9316
2024-12-06 15:13:35.399522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:35.523319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2105 - accuracy: 0.9340
2024-12-06 15:13:35.629682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:35.772848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2083 - accuracy: 0.9328
2024-12-06 15:13:35.883899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:36.017034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.2188 - accuracy: 0.9276
2024-12-06 15:13:36.128996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:36.254609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2133 - accuracy: 0.9293
2024-12-06 15:13:36.359271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 5s - loss: 0.2071 - accuracy: 0.9300
2024-12-06 15:13:36.610040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:36.749749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2185 - accuracy: 0.9248
2024-12-06 15:13:36.860190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:36.987694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2114 - accuracy: 0.9256
2024-12-06 15:13:37.099045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:37.217871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2179 - accuracy: 0.9214
2024-12-06 15:13:37.313578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:37.423186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2248 - accuracy: 0.9186
2024-12-06 15:13:37.525657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:37.636949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2190 - accuracy: 0.9214
2024-12-06 15:13:37.737296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:37.857961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2240 - accuracy: 0.9215
2024-12-06 15:13:37.960049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:38.092174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2251 - accuracy: 0.9211
2024-12-06 15:13:38.211175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2229 - accuracy: 0.9195
2024-12-06 15:13:38.457789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:38.599560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2182 - accuracy: 0.9196
2024-12-06 15:13:38.710337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:38.845259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2192 - accuracy: 0.9183
2024-12-06 15:13:38.960517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:39.092416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2164 - accuracy: 0.9185
2024-12-06 15:13:39.201531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:39.318976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2119 - accuracy: 0.9206
2024-12-06 15:13:39.425778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:39.561067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2076 - accuracy: 0.9225
2024-12-06 15:13:39.678001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:39.831040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.2064 - accuracy: 0.9219
2024-12-06 15:13:40.081681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:40.230962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1999 - accuracy: 0.9248
2024-12-06 15:13:40.354270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:40.477579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.2008 - accuracy: 0.9241
2024-12-06 15:13:40.583626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:40.710285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.1987 - accuracy: 0.9246
2024-12-06 15:13:40.812171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:40.934049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1912 - accuracy: 0.9278
2024-12-06 15:13:41.027218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:41.128201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:41.222837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1913 - accuracy: 0.9270
2024-12-06 15:13:41.328626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 139ms/step - loss: 0.1913 - accuracy: 0.9270 - val_loss: 3.2615 - val_accuracy: 0.6600
Epoch 84/100
2024-12-06 15:13:42.137479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 15s - loss: 0.9531 - accuracy: 0.7500
2024-12-06 15:13:42.400597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 11s - loss: 0.3800 - accuracy: 0.9062
2024-12-06 15:13:42.650836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:42.797795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 10s - loss: 0.3161 - accuracy: 0.9187
2024-12-06 15:13:42.935392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:43.101294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 9s - loss: 0.2778 - accuracy: 0.9286
2024-12-06 15:13:43.236193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:43.383223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 8s - loss: 0.2673 - accuracy: 0.9306
2024-12-06 15:13:43.539839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:43.709747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 8s - loss: 0.2446 - accuracy: 0.9318
2024-12-06 15:13:43.825286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:43.943327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 7s - loss: 0.2446 - accuracy: 0.9303
2024-12-06 15:13:44.048766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:44.176050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 7s - loss: 0.2456 - accuracy: 0.9263
2024-12-06 15:13:44.281900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 7s - loss: 0.2452 - accuracy: 0.9238
2024-12-06 15:13:44.511853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:44.628274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 6s - loss: 0.2227 - accuracy: 0.9323
2024-12-06 15:13:44.725939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:44.838627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2458 - accuracy: 0.9286
2024-12-06 15:13:44.935673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:45.044468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.2527 - accuracy: 0.9261
2024-12-06 15:13:45.141311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:45.247830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 5s - loss: 0.2429 - accuracy: 0.9250
2024-12-06 15:13:45.350326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:45.458531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2415 - accuracy: 0.9243
2024-12-06 15:13:45.556069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:45.664046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2298 - accuracy: 0.9275
2024-12-06 15:13:45.781706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:45.896382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2313 - accuracy: 0.9292
2024-12-06 15:13:45.995713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:46.105583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2244 - accuracy: 0.9315
2024-12-06 15:13:46.204107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2226 - accuracy: 0.9318
2024-12-06 15:13:46.425053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:46.556851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2172 - accuracy: 0.9321
2024-12-06 15:13:46.662350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:46.812210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2138 - accuracy: 0.9316
2024-12-06 15:13:46.935748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:47.056953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.2091 - accuracy: 0.9335
2024-12-06 15:13:47.350357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:47.542842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2057 - accuracy: 0.9337
2024-12-06 15:13:47.645272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:47.759503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2031 - accuracy: 0.9324
2024-12-06 15:13:47.873078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:48.015933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2047 - accuracy: 0.9319
2024-12-06 15:13:48.135081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:48.262778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2104 - accuracy: 0.9302
2024-12-06 15:13:48.377540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:48.521049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2064 - accuracy: 0.9311
2024-12-06 15:13:48.639606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:48.759742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2053 - accuracy: 0.9320
2024-12-06 15:13:48.866798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:49.003319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2027 - accuracy: 0.9310
2024-12-06 15:13:49.215396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:49.384379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2026 - accuracy: 0.9307
2024-12-06 15:13:49.486162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:49.604382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1992 - accuracy: 0.9315
2024-12-06 15:13:49.710649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:49.846727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1994 - accuracy: 0.9322
2024-12-06 15:13:49.962716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:50.118160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2039 - accuracy: 0.9303
2024-12-06 15:13:50.238788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:50.379664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2017 - accuracy: 0.9315
2024-12-06 15:13:50.503710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 147ms/step - loss: 0.2017 - accuracy: 0.9315 - val_loss: 0.5074 - val_accuracy: 0.8530
Epoch 85/100
2024-12-06 15:13:51.482730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 20s - loss: 0.1939 - accuracy: 0.9375
2024-12-06 15:13:51.938645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:52.136710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 11s - loss: 0.2121 - accuracy: 0.9219
2024-12-06 15:13:52.258129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:52.377664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 9s - loss: 0.2089 - accuracy: 0.9323
2024-12-06 15:13:52.484597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:52.616212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 8s - loss: 0.2030 - accuracy: 0.9219
2024-12-06 15:13:52.728217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:52.857510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 7s - loss: 0.1729 - accuracy: 0.9375
2024-12-06 15:13:52.958175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:53.082920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.1531 - accuracy: 0.9427
2024-12-06 15:13:53.183482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:53.300022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.1818 - accuracy: 0.9417
2024-12-06 15:13:53.393422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:53.498350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:53.593751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.1897 - accuracy: 0.9375
2024-12-06 15:13:53.703011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:53.862100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.1928 - accuracy: 0.9342
2024-12-06 15:13:53.992617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:54.148309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.1982 - accuracy: 0.9330
2024-12-06 15:13:54.282233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:54.429201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.1907 - accuracy: 0.9348
2024-12-06 15:13:54.561105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:54.688496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.1813 - accuracy: 0.9388
2024-12-06 15:13:54.788477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:54.911328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.1801 - accuracy: 0.9398
2024-12-06 15:13:55.022953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:55.141859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.1811 - accuracy: 0.9397
2024-12-06 15:13:55.279695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:55.414570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.1740 - accuracy: 0.9415
2024-12-06 15:13:55.519325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:55.647909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1712 - accuracy: 0.9424
2024-12-06 15:13:55.758698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.1796 - accuracy: 0.9412
2024-12-06 15:13:55.981890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:56.099067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.1834 - accuracy: 0.9392
2024-12-06 15:13:56.207451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:56.325779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.1836 - accuracy: 0.9383
2024-12-06 15:13:56.431464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:56.550291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1974 - accuracy: 0.9359
2024-12-06 15:13:56.655180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:56.787745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1991 - accuracy: 0.9353
2024-12-06 15:13:56.895390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:57.017803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2053 - accuracy: 0.9339
2024-12-06 15:13:57.132942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:57.249093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.2007 - accuracy: 0.9348
2024-12-06 15:13:57.361225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2012 - accuracy: 0.9342
2024-12-06 15:13:57.567840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:57.678416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.2012 - accuracy: 0.9331
2024-12-06 15:13:57.786445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:57.896696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.1988 - accuracy: 0.9344
2024-12-06 15:13:57.992734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:58.114193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.1933 - accuracy: 0.9357
2024-12-06 15:13:58.235797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:58.370397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.1936 - accuracy: 0.9347
2024-12-06 15:13:58.473622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:58.597573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1892 - accuracy: 0.9359
2024-12-06 15:13:58.705513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:58.834113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1854 - accuracy: 0.9375
2024-12-06 15:13:58.948493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:59.064018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1809 - accuracy: 0.9390
2024-12-06 15:13:59.168182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:13:59.284314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1811 - accuracy: 0.9380
2024-12-06 15:13:59.405321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 141ms/step - loss: 0.1806 - accuracy: 0.9375 - val_loss: 0.8434 - val_accuracy: 0.8020
Epoch 86/100
2024-12-06 15:14:00.529832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2794 - accuracy: 0.9219 
2024-12-06 15:14:00.760433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:00.885147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.3687 - accuracy: 0.8594
2024-12-06 15:14:00.993016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:01.114803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2912 - accuracy: 0.8906
2024-12-06 15:14:01.213453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:01.327865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2492 - accuracy: 0.9102
2024-12-06 15:14:01.432922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:01.545324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.2084 - accuracy: 0.9219
2024-12-06 15:14:01.642841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:01.753021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.1932 - accuracy: 0.9245
2024-12-06 15:14:01.855330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:01.979794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.2243 - accuracy: 0.9174
2024-12-06 15:14:02.084360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:02.278100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 5s - loss: 0.2365 - accuracy: 0.9180
2024-12-06 15:14:02.421045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:02.548008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 5s - loss: 0.2253 - accuracy: 0.9236
2024-12-06 15:14:02.655298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:02.794325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2153 - accuracy: 0.9266
2024-12-06 15:14:02.914635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:03.054326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.2133 - accuracy: 0.9261
2024-12-06 15:14:03.170004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:03.310784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2123 - accuracy: 0.9258
2024-12-06 15:14:03.424969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:03.564721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2057 - accuracy: 0.9267
2024-12-06 15:14:03.696787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:03.853550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.2049 - accuracy: 0.9259
2024-12-06 15:14:03.996777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.1963 - accuracy: 0.9289
2024-12-06 15:14:04.277814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:04.418830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.1959 - accuracy: 0.9294
2024-12-06 15:14:04.553325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:04.707812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.1880 - accuracy: 0.9328
2024-12-06 15:14:04.822009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:04.946984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.1805 - accuracy: 0.9366
2024-12-06 15:14:05.062954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:05.206056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.1863 - accuracy: 0.9341
2024-12-06 15:14:05.341126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:05.462066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.1839 - accuracy: 0.9350
2024-12-06 15:14:05.573384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 3s - loss: 0.1904 - accuracy: 0.9336
2024-12-06 15:14:05.835704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:05.963135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1863 - accuracy: 0.9345
2024-12-06 15:14:06.068542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:06.196280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1832 - accuracy: 0.9361
2024-12-06 15:14:06.300038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:06.435099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1822 - accuracy: 0.9348
2024-12-06 15:14:06.557844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:06.675547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1833 - accuracy: 0.9323
2024-12-06 15:14:06.784896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:06.928432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1875 - accuracy: 0.9319
2024-12-06 15:14:07.174068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:07.298764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.1837 - accuracy: 0.9333
2024-12-06 15:14:07.403270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:07.542386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1811 - accuracy: 0.9340
2024-12-06 15:14:07.701486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:07.837367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1834 - accuracy: 0.9330
2024-12-06 15:14:07.959005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:08.075930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.1790 - accuracy: 0.9348
2024-12-06 15:14:08.191318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:08.328319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1793 - accuracy: 0.9344
2024-12-06 15:14:08.617921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:08.728464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1792 - accuracy: 0.9340
2024-12-06 15:14:08.831361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:08.946825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 145ms/step - loss: 0.1792 - accuracy: 0.9340 - val_loss: 0.6108 - val_accuracy: 0.8400
Epoch 87/100
2024-12-06 15:14:09.777372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.1417 - accuracy: 0.9375 
2024-12-06 15:14:10.059151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:10.197844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.1019 - accuracy: 0.9531
2024-12-06 15:14:10.303171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:10.415154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 7s - loss: 0.1592 - accuracy: 0.9427
2024-12-06 15:14:10.525351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 7s - loss: 0.1635 - accuracy: 0.9420
2024-12-06 15:14:10.728691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:10.845722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 6s - loss: 0.1726 - accuracy: 0.9236
2024-12-06 15:14:10.962971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:11.083772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.1677 - accuracy: 0.9261
2024-12-06 15:14:11.192723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:11.320632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.1605 - accuracy: 0.9279
2024-12-06 15:14:11.426437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:11.569261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.1875 - accuracy: 0.9208
2024-12-06 15:14:11.685191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:11.804949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.1990 - accuracy: 0.9228
2024-12-06 15:14:11.910194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:12.106509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.1921 - accuracy: 0.9243
2024-12-06 15:14:12.239508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:12.352328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2022 - accuracy: 0.9226
2024-12-06 15:14:12.452628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:12.564662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.2015 - accuracy: 0.9258
2024-12-06 15:14:12.662594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:12.772231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.2014 - accuracy: 0.9250
2024-12-06 15:14:12.868694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:12.978165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.1974 - accuracy: 0.9248
2024-12-06 15:14:13.107950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:13.239438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2091 - accuracy: 0.9192
2024-12-06 15:14:13.344712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:13.474065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.2123 - accuracy: 0.9153
2024-12-06 15:14:13.581576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:13.696564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.2116 - accuracy: 0.9160
2024-12-06 15:14:13.799136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.2227 - accuracy: 0.9136
2024-12-06 15:14:14.016928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:14.132461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2209 - accuracy: 0.9141
2024-12-06 15:14:14.229613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:14.336426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2160 - accuracy: 0.9153
2024-12-06 15:14:14.466645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:14.626952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.2147 - accuracy: 0.9148
2024-12-06 15:14:14.757545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:14.894699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2096 - accuracy: 0.9159
2024-12-06 15:14:15.154577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:15.292003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2044 - accuracy: 0.9176
2024-12-06 15:14:15.434403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:15.569328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1980 - accuracy: 0.9198
2024-12-06 15:14:15.684012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:15.822105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1949 - accuracy: 0.9219
2024-12-06 15:14:15.943724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:16.082956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1917 - accuracy: 0.9231
2024-12-06 15:14:16.206468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:16.321175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.1886 - accuracy: 0.9237
2024-12-06 15:14:16.440426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:16.579968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1840 - accuracy: 0.9259
2024-12-06 15:14:16.698824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.1809 - accuracy: 0.9273
2024-12-06 15:14:16.901124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:17.032933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1773 - accuracy: 0.9287
2024-12-06 15:14:17.131168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:17.245228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1820 - accuracy: 0.9280
2024-12-06 15:14:17.353025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:17.465962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1827 - accuracy: 0.9288
2024-12-06 15:14:17.564604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:17.674276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1822 - accuracy: 0.9290
2024-12-06 15:14:17.774263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 137ms/step - loss: 0.1822 - accuracy: 0.9290 - val_loss: 0.7018 - val_accuracy: 0.8170
Epoch 88/100
2024-12-06 15:14:18.563687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.2907 - accuracy: 0.9062 
2024-12-06 15:14:18.816577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:18.937392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 7s - loss: 0.3812 - accuracy: 0.8854
2024-12-06 15:14:19.053432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 9s - loss: 0.2447 - accuracy: 0.9312 
2024-12-06 15:14:19.335685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:19.465277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 8s - loss: 0.2162 - accuracy: 0.9241
2024-12-06 15:14:19.576402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:19.716671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 7s - loss: 0.1895 - accuracy: 0.9306
2024-12-06 15:14:19.832376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:19.978468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 7s - loss: 0.2628 - accuracy: 0.9176
2024-12-06 15:14:20.102614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:20.231961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 6s - loss: 0.2593 - accuracy: 0.9159
2024-12-06 15:14:20.339116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:20.469166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 6s - loss: 0.2552 - accuracy: 0.9125
2024-12-06 15:14:20.584646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:20.743096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 6s - loss: 0.2411 - accuracy: 0.9154
2024-12-06 15:14:20.958326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:21.102642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 6s - loss: 0.2269 - accuracy: 0.9194
2024-12-06 15:14:21.206923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:21.337622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5s - loss: 0.2256 - accuracy: 0.9211
2024-12-06 15:14:21.466836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:21.593868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.2124 - accuracy: 0.9266
2024-12-06 15:14:21.715727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:21.862621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 5s - loss: 0.1997 - accuracy: 0.9300
2024-12-06 15:14:21.981637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:22.113478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.1938 - accuracy: 0.9329
2024-12-06 15:14:22.218570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:22.358044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2030 - accuracy: 0.9321
2024-12-06 15:14:22.485724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:22.606173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.2292 - accuracy: 0.9292
2024-12-06 15:14:22.712533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 4s - loss: 0.2226 - accuracy: 0.9316
2024-12-06 15:14:23.010339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:23.139699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 4s - loss: 0.2201 - accuracy: 0.9311
2024-12-06 15:14:23.244191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:23.372544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.2144 - accuracy: 0.9323
2024-12-06 15:14:23.491172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:23.601802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 3s - loss: 0.2139 - accuracy: 0.9334
2024-12-06 15:14:23.704025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:23.813158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 3s - loss: 0.2082 - accuracy: 0.9352
2024-12-06 15:14:23.917960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:24.030588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.2057 - accuracy: 0.9360
2024-12-06 15:14:24.128497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:24.244575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.2023 - accuracy: 0.9361
2024-12-06 15:14:24.341833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:24.451811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1954 - accuracy: 0.9389
2024-12-06 15:14:24.553723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:24.669610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2063 - accuracy: 0.9362
2024-12-06 15:14:24.772869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:24.890946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2038 - accuracy: 0.9369
2024-12-06 15:14:24.993690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2005 - accuracy: 0.9387
2024-12-06 15:14:25.246937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:25.360183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.1944 - accuracy: 0.9392
2024-12-06 15:14:25.460501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:25.561899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:25.653400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1912 - accuracy: 0.9391
2024-12-06 15:14:25.746716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:25.843579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:25.935233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1895 - accuracy: 0.9401
2024-12-06 15:14:26.029880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:26.139423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1956 - accuracy: 0.9385
2024-12-06 15:14:26.239799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:26.345374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1949 - accuracy: 0.9385
2024-12-06 15:14:26.443031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 139ms/step - loss: 0.1949 - accuracy: 0.9385 - val_loss: 0.9219 - val_accuracy: 0.8030
Epoch 89/100
2024-12-06 15:14:27.431496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 8s - loss: 0.3382 - accuracy: 0.8906 
2024-12-06 15:14:27.701008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:27.828914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 7s - loss: 0.2960 - accuracy: 0.9062
2024-12-06 15:14:27.945273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:28.059659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 6s - loss: 0.2998 - accuracy: 0.9115
2024-12-06 15:14:28.165277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:28.303260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 6s - loss: 0.2476 - accuracy: 0.9258
2024-12-06 15:14:28.416740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:28.566943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.2262 - accuracy: 0.9312
2024-12-06 15:14:28.697152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:28.866572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 6s - loss: 0.2185 - accuracy: 0.9297
2024-12-06 15:14:28.988025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:29.098925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 6s - loss: 0.1956 - accuracy: 0.9375
2024-12-06 15:14:29.210838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:29.349865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 6s - loss: 0.1827 - accuracy: 0.9395
2024-12-06 15:14:29.617786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:29.761220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 6s - loss: 0.1711 - accuracy: 0.9392
2024-12-06 15:14:29.858268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:29.991140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 5s - loss: 0.2405 - accuracy: 0.9234
2024-12-06 15:14:30.107409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:30.234414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5s - loss: 0.2706 - accuracy: 0.9219
2024-12-06 15:14:30.342142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:30.494309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 5s - loss: 0.2683 - accuracy: 0.9193
2024-12-06 15:14:30.601413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:30.716625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.2613 - accuracy: 0.9195
2024-12-06 15:14:30.814803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:30.923944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.2495 - accuracy: 0.9241
2024-12-06 15:14:31.026003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:31.145494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.2510 - accuracy: 0.9235
2024-12-06 15:14:31.243430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 4s - loss: 0.2410 - accuracy: 0.9264
2024-12-06 15:14:31.457178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:31.569433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.2422 - accuracy: 0.9233
2024-12-06 15:14:31.668827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:31.785427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.2396 - accuracy: 0.9232
2024-12-06 15:14:31.893272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:32.012418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.2530 - accuracy: 0.9155
2024-12-06 15:14:32.111171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:32.235305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 3s - loss: 0.2475 - accuracy: 0.9175
2024-12-06 15:14:32.348391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:32.460976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.2514 - accuracy: 0.9169
2024-12-06 15:14:32.563303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:32.693758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.2508 - accuracy: 0.9157
2024-12-06 15:14:32.810149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:32.953278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.2469 - accuracy: 0.9174
2024-12-06 15:14:33.089335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:33.227480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2s - loss: 0.2431 - accuracy: 0.9189
2024-12-06 15:14:33.430168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:33.674638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.2396 - accuracy: 0.9209
2024-12-06 15:14:33.779376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:33.893105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.2341 - accuracy: 0.9222
2024-12-06 15:14:34.027706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:34.160981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.2357 - accuracy: 0.9198
2024-12-06 15:14:34.278896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:34.418918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2323 - accuracy: 0.9193
2024-12-06 15:14:34.513457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:34.621738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.2285 - accuracy: 0.9200
2024-12-06 15:14:34.726916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:34.855450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2268 - accuracy: 0.9206
2024-12-06 15:14:34.964010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:35.096715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2236 - accuracy: 0.9221
2024-12-06 15:14:35.210690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:35.364510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2252 - accuracy: 0.9225
2024-12-06 15:14:35.631261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 142ms/step - loss: 0.2252 - accuracy: 0.9225 - val_loss: 0.6901 - val_accuracy: 0.8460
Epoch 90/100
 1/63 [..............................] - ETA: 12s - loss: 0.1010 - accuracy: 0.9688
2024-12-06 15:14:36.508329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:36.707962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 6s - loss: 0.1524 - accuracy: 0.9479
2024-12-06 15:14:36.814908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:36.928347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 6s - loss: 0.1156 - accuracy: 0.9625
2024-12-06 15:14:37.026341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:37.138592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 6s - loss: 0.0918 - accuracy: 0.9732
2024-12-06 15:14:37.244200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:37.360845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 5s - loss: 0.0982 - accuracy: 0.9688
2024-12-06 15:14:37.464230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:37.577665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 5s - loss: 0.0997 - accuracy: 0.9661
2024-12-06 15:14:37.675926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:37.783084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.1024 - accuracy: 0.9663
2024-12-06 15:14:37.877976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:37.980275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 5s - loss: 0.1458 - accuracy: 0.9521
2024-12-06 15:14:38.152158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:38.292091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 5s - loss: 0.1467 - accuracy: 0.9504
2024-12-06 15:14:38.422688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:38.537632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.1717 - accuracy: 0.9457
2024-12-06 15:14:38.647758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:38.770544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.1832 - accuracy: 0.9449
2024-12-06 15:14:38.875399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:39.009486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.1796 - accuracy: 0.9443
2024-12-06 15:14:39.123793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:39.248338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.1863 - accuracy: 0.9413
2024-12-06 15:14:39.359157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:39.515105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.1838 - accuracy: 0.9421
2024-12-06 15:14:39.635989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:39.762788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 4s - loss: 0.1900 - accuracy: 0.9397
2024-12-06 15:14:39.868684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 4s - loss: 0.1827 - accuracy: 0.9427
2024-12-06 15:14:40.153046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:40.288457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1800 - accuracy: 0.9414
2024-12-06 15:14:40.402573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:40.528573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.1775 - accuracy: 0.9430
2024-12-06 15:14:40.630447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:40.754591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.1722 - accuracy: 0.9434
2024-12-06 15:14:40.855141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:40.964283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1777 - accuracy: 0.9407
2024-12-06 15:14:41.057995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:41.156339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1841 - accuracy: 0.9367
2024-12-06 15:14:41.259857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:41.360429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1818 - accuracy: 0.9382
2024-12-06 15:14:41.508982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:41.633376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1809 - accuracy: 0.9375
2024-12-06 15:14:41.727509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:41.837482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 2s - loss: 0.1787 - accuracy: 0.9375
2024-12-06 15:14:41.937389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:42.045093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1788 - accuracy: 0.9368
2024-12-06 15:14:42.146104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:42.266614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1812 - accuracy: 0.9356
2024-12-06 15:14:42.384776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:42.497451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.1790 - accuracy: 0.9351
2024-12-06 15:14:42.599001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:42.715968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.1780 - accuracy: 0.9347
2024-12-06 15:14:42.810430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:42.911534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:43.005746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.1846 - accuracy: 0.9332
2024-12-06 15:14:43.100200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:43.197811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:43.291273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1829 - accuracy: 0.9333
2024-12-06 15:14:43.397830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:43.509154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1885 - accuracy: 0.9310
2024-12-06 15:14:43.612508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:43.733596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 130ms/step - loss: 0.1885 - accuracy: 0.9310 - val_loss: 0.5799 - val_accuracy: 0.8400
Epoch 91/100
2024-12-06 15:14:44.765260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 7s - loss: 0.1143 - accuracy: 0.9531 
2024-12-06 15:14:44.986531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.100354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 5s - loss: 0.1437 - accuracy: 0.9500
2024-12-06 15:14:45.195077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.296125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.386851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.1346 - accuracy: 0.9492
2024-12-06 15:14:45.481172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.581535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.673049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1284 - accuracy: 0.9563
2024-12-06 15:14:45.766783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:45.874732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1276 - accuracy: 0.9567
2024-12-06 15:14:45.977152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.076563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.171825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1392 - accuracy: 0.9473
2024-12-06 15:14:46.274412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.381091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.475070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.1476 - accuracy: 0.9444
2024-12-06 15:14:46.580322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.748344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 4s - loss: 0.1637 - accuracy: 0.9375
2024-12-06 15:14:46.883860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:46.991648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 4s - loss: 0.1704 - accuracy: 0.9375
2024-12-06 15:14:47.094155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:47.202808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4s - loss: 0.1802 - accuracy: 0.9310
2024-12-06 15:14:47.310561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:47.427985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.1795 - accuracy: 0.9279
2024-12-06 15:14:47.535224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:47.691796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.1781 - accuracy: 0.9297
2024-12-06 15:14:47.821057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:47.952814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.1812 - accuracy: 0.9281
2024-12-06 15:14:48.069481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:48.198922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1804 - accuracy: 0.9277
2024-12-06 15:14:48.307172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 3s - loss: 0.1810 - accuracy: 0.9261
2024-12-06 15:14:48.525166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:48.671388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.1859 - accuracy: 0.9259
2024-12-06 15:14:48.825745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:48.972034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 3s - loss: 0.1832 - accuracy: 0.9265
2024-12-06 15:14:49.085295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:49.198145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1864 - accuracy: 0.9255
2024-12-06 15:14:49.296026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:49.405172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1968 - accuracy: 0.9249
2024-12-06 15:14:49.506176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:49.614673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1973 - accuracy: 0.9247
2024-12-06 15:14:49.709964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:49.816217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 2s - loss: 0.1954 - accuracy: 0.9257
2024-12-06 15:14:49.915683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:50.021500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.1931 - accuracy: 0.9262
2024-12-06 15:14:50.126842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:50.252978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1967 - accuracy: 0.9238
2024-12-06 15:14:50.360403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1911 - accuracy: 0.9262
2024-12-06 15:14:50.617803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:50.728733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.1864 - accuracy: 0.9275
2024-12-06 15:14:50.828145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:50.932751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 0s - loss: 0.1806 - accuracy: 0.9295
2024-12-06 15:14:51.029789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:51.127432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:51.224582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1813 - accuracy: 0.9293
2024-12-06 15:14:51.325247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:51.435845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1814 - accuracy: 0.9290
2024-12-06 15:14:51.551048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:51.669923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1885 - accuracy: 0.9283
2024-12-06 15:14:51.775256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:51.893961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1855 - accuracy: 0.9295
2024-12-06 15:14:52.014058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 129ms/step - loss: 0.1855 - accuracy: 0.9295 - val_loss: 0.6273 - val_accuracy: 0.8390
Epoch 92/100
2024-12-06 15:14:53.007975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 6s - loss: 0.1127 - accuracy: 0.9688 
2024-12-06 15:14:53.214635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:53.321546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 5s - loss: 0.1405 - accuracy: 0.9625
2024-12-06 15:14:53.421691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:53.529148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.1361 - accuracy: 0.9554
2024-12-06 15:14:53.624677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:53.727635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.1383 - accuracy: 0.9492
2024-12-06 15:14:53.830300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:53.936876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1573 - accuracy: 0.9344
2024-12-06 15:14:54.051268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:54.162800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 5s - loss: 0.1649 - accuracy: 0.9327
2024-12-06 15:14:54.261278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:54.366975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 5s - loss: 0.1618 - accuracy: 0.9330
2024-12-06 15:14:54.462877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:54.562807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1563 - accuracy: 0.9355
2024-12-06 15:14:54.675947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:54.793680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 4s - loss: 0.1674 - accuracy: 0.9338
2024-12-06 15:14:54.893786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 5s - loss: 0.1756 - accuracy: 0.9309
2024-12-06 15:14:55.156687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:55.271244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 4s - loss: 0.1829 - accuracy: 0.9301
2024-12-06 15:14:55.376134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:55.496198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 4s - loss: 0.1808 - accuracy: 0.9334
2024-12-06 15:14:55.600859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:55.721402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4s - loss: 0.1815 - accuracy: 0.9312
2024-12-06 15:14:55.844315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:55.996522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 4s - loss: 0.1783 - accuracy: 0.9306
2024-12-06 15:14:56.109990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:56.231455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.1835 - accuracy: 0.9300
2024-12-06 15:14:56.342013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:56.482822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3s - loss: 0.1860 - accuracy: 0.9274
2024-12-06 15:14:56.591786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:56.732569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1810 - accuracy: 0.9297
2024-12-06 15:14:56.863878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 3s - loss: 0.1734 - accuracy: 0.9338
2024-12-06 15:14:57.100902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:57.225491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 3s - loss: 0.1783 - accuracy: 0.9297
2024-12-06 15:14:57.325251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:57.440039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1748 - accuracy: 0.9311
2024-12-06 15:14:57.541808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:57.647934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:57.739218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 2s - loss: 0.1786 - accuracy: 0.9293
2024-12-06 15:14:57.844184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:57.950101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 2s - loss: 0.1767 - accuracy: 0.9302
2024-12-06 15:14:58.045833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:58.151479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.1743 - accuracy: 0.9327
2024-12-06 15:14:58.257060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:58.363419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.1732 - accuracy: 0.9335
2024-12-06 15:14:58.460021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1704 - accuracy: 0.9349
2024-12-06 15:14:58.664207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:58.801626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1718 - accuracy: 0.9344
2024-12-06 15:14:58.954997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:59.076866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1s - loss: 0.1954 - accuracy: 0.9291
2024-12-06 15:14:59.182058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:14:59.313456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.1926 - accuracy: 0.9304
2024-12-06 15:14:59.441874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1945 - accuracy: 0.9302
2024-12-06 15:15:00.559496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:00.665577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:00.752509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1935 - accuracy: 0.9301
2024-12-06 15:15:00.839549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:00.926441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:01.008158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1872 - accuracy: 0.9315
2024-12-06 15:15:01.160330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:01.270295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:01.353082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 9s 142ms/step - loss: 0.1864 - accuracy: 0.9315 - val_loss: 0.6223 - val_accuracy: 0.8390
Epoch 93/100
 1/63 [..............................] - ETA: 8s - loss: 0.0693 - accuracy: 0.9688
2024-12-06 15:15:02.005645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.141489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.1388 - accuracy: 0.9453
2024-12-06 15:15:02.226246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.329225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.414461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.1529 - accuracy: 0.9420
2024-12-06 15:15:02.500045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.587681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.671884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.1738 - accuracy: 0.9344
2024-12-06 15:15:02.762713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.854327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:02.936619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1736 - accuracy: 0.9303
2024-12-06 15:15:03.021860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.107916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.190141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.1638 - accuracy: 0.9312
2024-12-06 15:15:03.279908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.412667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.1882 - accuracy: 0.9253
2024-12-06 15:15:03.500877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.601949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.689876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.1817 - accuracy: 0.9226
2024-12-06 15:15:03.776558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.866097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:03.953055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.1650 - accuracy: 0.9297
2024-12-06 15:15:04.041457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.136970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.222268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.1565 - accuracy: 0.9329
2024-12-06 15:15:04.312296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.409826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.499908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3s - loss: 0.1524 - accuracy: 0.9354
2024-12-06 15:15:04.591971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.688857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.779263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2s - loss: 0.1627 - accuracy: 0.9326
2024-12-06 15:15:04.874917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:04.991491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.1650 - accuracy: 0.9320
2024-12-06 15:15:05.083228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:05.265491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.1603 - accuracy: 0.9341
2024-12-06 15:15:05.369230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:05.472889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:05.565472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1637 - accuracy: 0.9344
2024-12-06 15:15:05.666266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:05.771683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:15:05.864573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.1643 - accuracy: 0.9337
2024-12-06 15:15:05.965331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 34s - loss: 0.1674 - accuracy: 0.9331
2024-12-06 15:16:14.643768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:14.808019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 29s - loss: 0.1644 - accuracy: 0.9326
2024-12-06 15:16:14.912314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.029361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 23s - loss: 0.1566 - accuracy: 0.9355
2024-12-06 15:16:15.182366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.288313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.377908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 19s - loss: 0.1548 - accuracy: 0.9369
2024-12-06 15:16:15.470716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.658941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 14s - loss: 0.1621 - accuracy: 0.9346
2024-12-06 15:16:15.752595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.850721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:15.935257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 9s - loss: 0.1644 - accuracy: 0.9342 
2024-12-06 15:16:16.018499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.101637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.182255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 5s - loss: 0.1625 - accuracy: 0.9354
2024-12-06 15:16:16.266093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.350209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.429508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 1s - loss: 0.1746 - accuracy: 0.9304
2024-12-06 15:16:16.514371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.600154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:16.679749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 75s 1s/step - loss: 0.1792 - accuracy: 0.9285 - val_loss: 0.6313 - val_accuracy: 0.8100
Epoch 94/100
 1/63 [..............................] - ETA: 9s - loss: 0.1219 - accuracy: 0.9688
2024-12-06 15:16:17.309117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:17.459831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 6s - loss: 0.1698 - accuracy: 0.9375
2024-12-06 15:16:17.550568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:17.731444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:17.814034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.1704 - accuracy: 0.9196
2024-12-06 15:16:17.898631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:17.983048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.064164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1743 - accuracy: 0.9219
2024-12-06 15:16:18.153596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.254814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.340028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1883 - accuracy: 0.9207
2024-12-06 15:16:18.424317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.511494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.594534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1792 - accuracy: 0.9238
2024-12-06 15:16:18.687972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.785337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:18.871595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 4s - loss: 0.1948 - accuracy: 0.9211
2024-12-06 15:16:18.956839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.044462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.126181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.2365 - accuracy: 0.9034
2024-12-06 15:16:19.264598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.365522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.447299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3s - loss: 0.2261 - accuracy: 0.9075
2024-12-06 15:16:19.534645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.630983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.711237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3s - loss: 0.2150 - accuracy: 0.9118
2024-12-06 15:16:19.794415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.883840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:19.970737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.2198 - accuracy: 0.9093
2024-12-06 15:16:20.057602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.143337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.227841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.2101 - accuracy: 0.9127
2024-12-06 15:16:20.329487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.415443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.496432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.2023 - accuracy: 0.9158
2024-12-06 15:16:20.583140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.731254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.2011 - accuracy: 0.9159
2024-12-06 15:16:20.814998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.911873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:20.993752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.1973 - accuracy: 0.9159
2024-12-06 15:16:21.077748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.163085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.244742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.1983 - accuracy: 0.9181
2024-12-06 15:16:21.330475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.419372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.501811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.2012 - accuracy: 0.9186
2024-12-06 15:16:21.584293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.672037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.753588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.1987 - accuracy: 0.9210
2024-12-06 15:16:21.842296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:21.941632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.024068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.1921 - accuracy: 0.9230
2024-12-06 15:16:22.152703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.250855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.329952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1874 - accuracy: 0.9249
2024-12-06 15:16:22.411431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.495344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.573797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1875 - accuracy: 0.9260
2024-12-06 15:16:22.657150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.741355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.819633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1834 - accuracy: 0.9274
2024-12-06 15:16:22.902876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:22.987823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 99ms/step - loss: 0.1820 - accuracy: 0.9280 - val_loss: 0.5097 - val_accuracy: 0.8590
Epoch 95/100
 1/63 [..............................] - ETA: 8s - loss: 0.3832 - accuracy: 0.9062
2024-12-06 15:16:23.622155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:23.770342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2061 - accuracy: 0.9297
2024-12-06 15:16:23.856188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:23.948884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.031228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.2290 - accuracy: 0.9286
2024-12-06 15:16:24.116545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.203921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.286246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1913 - accuracy: 0.9438
2024-12-06 15:16:24.430296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.537873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.619067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1695 - accuracy: 0.9471
2024-12-06 15:16:24.702303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.789859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:24.871955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1633 - accuracy: 0.9434
2024-12-06 15:16:24.956411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.046257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.128004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.1537 - accuracy: 0.9474
2024-12-06 15:16:25.215542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.304091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.385339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.1467 - accuracy: 0.9474
2024-12-06 15:16:25.471394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.558957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.640700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.1569 - accuracy: 0.9466
2024-12-06 15:16:25.726363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:25.858040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.1611 - accuracy: 0.9410
2024-12-06 15:16:25.943347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.036741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.118395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.1671 - accuracy: 0.9365
2024-12-06 15:16:26.202112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.286394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.367310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.1659 - accuracy: 0.9375
2024-12-06 15:16:26.454232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.543448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.623516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.1650 - accuracy: 0.9392
2024-12-06 15:16:26.708972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.794845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:26.876050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1647 - accuracy: 0.9391
2024-12-06 15:16:26.961015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.047409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.128198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1s - loss: 0.1688 - accuracy: 0.9390
2024-12-06 15:16:27.217477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.380688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.1743 - accuracy: 0.9368
2024-12-06 15:16:27.468834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.554800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.636481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.1712 - accuracy: 0.9382
2024-12-06 15:16:27.721414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.810897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:27.892832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1657 - accuracy: 0.9394
2024-12-06 15:16:27.979042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.065055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.147242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.1648 - accuracy: 0.9399
2024-12-06 15:16:28.232226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.321683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.403081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1611 - accuracy: 0.9414
2024-12-06 15:16:28.489292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.593507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.674706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.1605 - accuracy: 0.9423
2024-12-06 15:16:28.760232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:28.844840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1673 - accuracy: 0.9395
2024-12-06 15:16:37.515317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:37.624241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:37.707373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1663 - accuracy: 0.9390
2024-12-06 15:16:37.790774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 15s 239ms/step - loss: 0.1663 - accuracy: 0.9390 - val_loss: 0.7051 - val_accuracy: 0.7970
Epoch 96/100
2024-12-06 15:16:38.617655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 58s - loss: 0.2519 - accuracy: 0.9375
2024-12-06 15:16:39.642684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 20s - loss: 0.3074 - accuracy: 0.9062
2024-12-06 15:16:40.041838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 17s - loss: 0.3211 - accuracy: 0.8906
2024-12-06 15:16:40.253631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:40.447670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 0.2547 - accuracy: 0.9062
2024-12-06 15:16:40.653490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:40.837441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 10s - loss: 0.1936 - accuracy: 0.9306
2024-12-06 15:16:40.926356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.022201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.105149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 8s - loss: 0.1734 - accuracy: 0.9401
2024-12-06 15:16:41.191809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.286598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.375112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 7s - loss: 0.1882 - accuracy: 0.9333
2024-12-06 15:16:41.459067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.551105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.640877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 6s - loss: 0.1773 - accuracy: 0.9358
2024-12-06 15:16:41.732164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.830229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:41.918999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 6s - loss: 0.1850 - accuracy: 0.9375
2024-12-06 15:16:42.025586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.231108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5s - loss: 0.1710 - accuracy: 0.9416
2024-12-06 15:16:42.319856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.418484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.507376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4s - loss: 0.1640 - accuracy: 0.9423
2024-12-06 15:16:42.597976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.691604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.777286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 4s - loss: 0.1642 - accuracy: 0.9429
2024-12-06 15:16:42.866027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:42.962115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.046769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 3s - loss: 0.1839 - accuracy: 0.9375
2024-12-06 15:16:43.135931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.235009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.317726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 3s - loss: 0.1810 - accuracy: 0.9357
2024-12-06 15:16:43.402915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.487667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.568762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 2s - loss: 0.1816 - accuracy: 0.9359
2024-12-06 15:16:43.655841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.745469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:43.832226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.1826 - accuracy: 0.9345
2024-12-06 15:16:43.970335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.071589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.153806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 2s - loss: 0.1748 - accuracy: 0.9375
2024-12-06 15:16:44.237681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.323154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.406358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.1669 - accuracy: 0.9402
2024-12-06 15:16:44.491949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.582212: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.664647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1596 - accuracy: 0.9425
2024-12-06 15:16:44.751692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.840067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:44.921013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1s - loss: 0.1584 - accuracy: 0.9428
2024-12-06 15:16:45.013707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.109469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.193259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1585 - accuracy: 0.9431
2024-12-06 15:16:45.277285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.368341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.447142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 0s - loss: 0.1547 - accuracy: 0.9450
2024-12-06 15:16:45.531370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.660244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1515 - accuracy: 0.9462
2024-12-06 15:16:45.742744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.829353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:45.909064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1550 - accuracy: 0.9450
2024-12-06 15:16:45.993637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 8s 114ms/step - loss: 0.1550 - accuracy: 0.9450 - val_loss: 0.5724 - val_accuracy: 0.8460
Epoch 97/100
 1/63 [..............................] - ETA: 9s - loss: 0.0795 - accuracy: 0.9688
2024-12-06 15:16:46.637337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:46.789779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.1432 - accuracy: 0.9453
2024-12-06 15:16:46.881848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:46.991851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:47.082044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 5s - loss: 0.1343 - accuracy: 0.9427
2024-12-06 15:16:47.179945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:47.294727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 5s - loss: 0.1703 - accuracy: 0.9297
2024-12-06 15:16:47.389065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:47.538180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 6s - loss: 0.1602 - accuracy: 0.9344
2024-12-06 15:16:47.689643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:16:47.871716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 6s - loss: 0.1583 - accuracy: 0.9375
2024-12-06 15:16:48.050813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 7s - loss: 0.1627 - accuracy: 0.9375
2024-12-06 15:16:48.345741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 3:23 - loss: 0.1857 - accuracy: 0.9330
2024-12-06 15:17:40.666826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:40.825174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 2:50 - loss: 0.1768 - accuracy: 0.9316
2024-12-06 15:17:40.952985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:41.095314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 2:24 - loss: 0.1871 - accuracy: 0.9323
2024-12-06 15:17:41.276062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:41.450539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 2:04 - loss: 0.1771 - accuracy: 0.9375
2024-12-06 15:17:41.629349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:41.751159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 1:40 - loss: 0.1754 - accuracy: 0.9375
2024-12-06 15:17:41.844689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:41.946436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.036834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 1:22 - loss: 0.1878 - accuracy: 0.9303
2024-12-06 15:17:42.134173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.244863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.335489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 1:07 - loss: 0.1879 - accuracy: 0.9289
2024-12-06 15:17:42.429762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.524213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.612682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 56s - loss: 0.1858 - accuracy: 0.9316
2024-12-06 15:17:42.703866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.799094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:42.887660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 46s - loss: 0.1791 - accuracy: 0.9357
2024-12-06 15:17:42.977928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:43.079323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:43.170757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 40s - loss: 0.1969 - accuracy: 0.9324
2024-12-06 15:17:43.262434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:43.375892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 38s - loss: 0.1944 - accuracy: 0.9334
2024-12-06 15:17:43.478946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 31s - loss: 0.2082 - accuracy: 0.9284
2024-12-06 15:17:43.702349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:43.813873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:43.896007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 25s - loss: 0.2084 - accuracy: 0.9268
2024-12-06 15:17:43.980206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.065632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.148934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 20s - loss: 0.2001 - accuracy: 0.9302
2024-12-06 15:17:44.236155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.325843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.413948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 15s - loss: 0.1989 - accuracy: 0.9294
2024-12-06 15:17:44.501707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.588730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.674539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 12s - loss: 0.1978 - accuracy: 0.9303
2024-12-06 15:17:44.766438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:44.939910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 8s - loss: 0.2069 - accuracy: 0.9284
2024-12-06 15:17:45.026680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.113473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.193857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 5s - loss: 0.2001 - accuracy: 0.9300
2024-12-06 15:17:45.277057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.363560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.442423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1s - loss: 0.1992 - accuracy: 0.9298
2024-12-06 15:17:45.526883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.613186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:45.692773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1957 - accuracy: 0.9310
2024-12-06 15:17:45.774588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 60s 961ms/step - loss: 0.1957 - accuracy: 0.9310 - val_loss: 1.0788 - val_accuracy: 0.8210
Epoch 98/100
 1/63 [..............................] - ETA: 9s - loss: 0.0257 - accuracy: 1.0000
2024-12-06 15:17:46.400837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:46.549001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.1188 - accuracy: 0.9688
2024-12-06 15:17:46.634937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:46.729964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:46.811914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.1466 - accuracy: 0.9509
2024-12-06 15:17:46.957237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.058447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.151415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1408 - accuracy: 0.9469
2024-12-06 15:17:47.235251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.318759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.400755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1531 - accuracy: 0.9399
2024-12-06 15:17:47.487571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.576196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.657653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1593 - accuracy: 0.9375
2024-12-06 15:17:47.743532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.832001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:47.914547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.1583 - accuracy: 0.9391
2024-12-06 15:17:48.001397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.092383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.173298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.1565 - accuracy: 0.9361
2024-12-06 15:17:48.259851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.347725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.429744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.1612 - accuracy: 0.9362
2024-12-06 15:17:48.516781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.643523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.1527 - accuracy: 0.9398
2024-12-06 15:17:48.729377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.822083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:48.902927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.1516 - accuracy: 0.9396
2024-12-06 15:17:48.988904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.077927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.159981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.1561 - accuracy: 0.9375
2024-12-06 15:17:49.250886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.353270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.434889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.1598 - accuracy: 0.9358
2024-12-06 15:17:49.519043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.609377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.692192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1755 - accuracy: 0.9343
2024-12-06 15:17:49.779931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.868569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:49.949170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1s - loss: 0.1732 - accuracy: 0.9353
2024-12-06 15:17:50.035421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.123458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.204831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1s - loss: 0.1693 - accuracy: 0.9354
2024-12-06 15:17:50.346909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.451682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.532570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 1s - loss: 0.1666 - accuracy: 0.9368
2024-12-06 15:17:50.622405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.717518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.800426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.1629 - accuracy: 0.9381
2024-12-06 15:17:50.884011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:50.968464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.048966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.1689 - accuracy: 0.9363
2024-12-06 15:17:51.137012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.224931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.303822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 0s - loss: 0.1662 - accuracy: 0.9359
2024-12-06 15:17:51.387875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.471633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.549239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1610 - accuracy: 0.9370
2024-12-06 15:17:51.635222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.730631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:51.809228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1622 - accuracy: 0.9370
2024-12-06 15:17:51.892072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:52.016069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 98ms/step - loss: 0.1622 - accuracy: 0.9370 - val_loss: 1.0488 - val_accuracy: 0.8310
Epoch 99/100
 1/63 [..............................] - ETA: 9s - loss: 0.2272 - accuracy: 0.9375
2024-12-06 15:17:52.648009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:52.797506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.1771 - accuracy: 0.9453
2024-12-06 15:17:52.883742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:52.975632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.057059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 4s - loss: 0.1251 - accuracy: 0.9598
2024-12-06 15:17:53.142128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.226120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.310161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 4s - loss: 0.1367 - accuracy: 0.9500
2024-12-06 15:17:53.401553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.501166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.583593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.2886 - accuracy: 0.9231
2024-12-06 15:17:53.667765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.753519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:53.835064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 4s - loss: 0.2753 - accuracy: 0.9271
2024-12-06 15:17:53.920843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.050566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 4s - loss: 0.2567 - accuracy: 0.9306
2024-12-06 15:17:54.136707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.229041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.309778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 3s - loss: 0.2304 - accuracy: 0.9360
2024-12-06 15:17:54.396871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.485182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.566799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.2154 - accuracy: 0.9375
2024-12-06 15:17:54.652386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.745998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:54.832249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3s - loss: 0.2105 - accuracy: 0.9399
2024-12-06 15:17:54.919173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.063780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3s - loss: 0.2037 - accuracy: 0.9364
2024-12-06 15:17:55.159053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.275546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2s - loss: 0.2041 - accuracy: 0.9375
2024-12-06 15:17:55.371289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.470414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.562654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2s - loss: 0.1946 - accuracy: 0.9393
2024-12-06 15:17:55.703936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.800548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:55.883338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2s - loss: 0.1925 - accuracy: 0.9400
2024-12-06 15:17:55.968192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.056579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.138763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 2s - loss: 0.1868 - accuracy: 0.9398
2024-12-06 15:17:56.223355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.315459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.398602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1s - loss: 0.1829 - accuracy: 0.9404
2024-12-06 15:17:56.484537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.573352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.655330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1s - loss: 0.1763 - accuracy: 0.9416
2024-12-06 15:17:56.740802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.831654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:56.912607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 1s - loss: 0.1723 - accuracy: 0.9426
2024-12-06 15:17:56.998742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.087893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.168029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 1s - loss: 0.1711 - accuracy: 0.9424
2024-12-06 15:17:57.253771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.373060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 0s - loss: 0.1753 - accuracy: 0.9404
2024-12-06 15:17:57.462491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.550933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.629898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1743 - accuracy: 0.9414
2024-12-06 15:17:57.713881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:17:57.798263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2s - loss: 0.1708 - accuracy: 0.9423
2024-12-06 15:18:31.051409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:31.133167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:31.213572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1690 - accuracy: 0.9425
2024-12-06 15:18:31.298201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:31.384033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:31.464915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 40s 636ms/step - loss: 0.1696 - accuracy: 0.9420 - val_loss: 0.5961 - val_accuracy: 0.8620
Epoch 100/100
 1/63 [..............................] - ETA: 8s - loss: 0.2711 - accuracy: 0.8750
2024-12-06 15:18:32.251710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:32.396370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5s - loss: 0.2561 - accuracy: 0.8984
2024-12-06 15:18:32.477590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:32.575692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:32.663539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 5s - loss: 0.1659 - accuracy: 0.9330
2024-12-06 15:18:32.812015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:32.910277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:32.990370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 5s - loss: 0.1424 - accuracy: 0.9438
2024-12-06 15:18:33.076557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.164275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.246431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 4s - loss: 0.1388 - accuracy: 0.9471
2024-12-06 15:18:33.332184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.419026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.501417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 4s - loss: 0.1379 - accuracy: 0.9434
2024-12-06 15:18:33.586249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.674284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.755832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 3s - loss: 0.1834 - accuracy: 0.9293
2024-12-06 15:18:33.842520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:33.930329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.012752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 3s - loss: 0.1848 - accuracy: 0.9304
2024-12-06 15:18:34.105176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.207748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.288613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 3s - loss: 0.1842 - accuracy: 0.9284
2024-12-06 15:18:34.371560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.498195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3s - loss: 0.1734 - accuracy: 0.9329
2024-12-06 15:18:34.586925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.685644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.770611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2s - loss: 0.1647 - accuracy: 0.9354
2024-12-06 15:18:34.854482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:34.941984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.030710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2s - loss: 0.1580 - accuracy: 0.9375
2024-12-06 15:18:35.120831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.210821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.296575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2s - loss: 0.1652 - accuracy: 0.9358
2024-12-06 15:18:35.417476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.506253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.587420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 2s - loss: 0.1621 - accuracy: 0.9359
2024-12-06 15:18:35.673680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.763231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:35.846287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 2s - loss: 0.1646 - accuracy: 0.9352
2024-12-06 15:18:35.932199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.058061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1s - loss: 0.1600 - accuracy: 0.9361
2024-12-06 15:18:36.143402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.233346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.316145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1s - loss: 0.1566 - accuracy: 0.9382
2024-12-06 15:18:36.402984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.494783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.575867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 1s - loss: 0.1649 - accuracy: 0.9362
2024-12-06 15:18:36.661781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.752324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:36.832693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 0s - loss: 0.1586 - accuracy: 0.9387
2024-12-06 15:18:36.918764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.008670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.088960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 0s - loss: 0.1561 - accuracy: 0.9386
2024-12-06 15:18:37.171483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.254961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.333676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1533 - accuracy: 0.9391
2024-12-06 15:18:37.417916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.504493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.583328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.1512 - accuracy: 0.9400
2024-12-06 15:18:37.725871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.823240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
2024-12-06 15:18:37.901388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 6s 99ms/step - loss: 0.1505 - accuracy: 0.9405 - val_loss: 0.8015 - val_accuracy: 0.8480
In [22]:
test_model = keras.models.load_model(
    "./models/convnet_from_scratch_with_augmentation")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")
63/63 [==============================] - 2s 21ms/step - loss: 0.5251 - accuracy: 0.8290
Test accuracy: 0.829
In [23]:
accuracy = history.history["accuracy"]
val_accuracy = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(accuracy) + 1)
plt.plot(epochs, accuracy, "bo", label="Training accuracy")
plt.plot(epochs, val_accuracy, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()
In [ ]:
 

Feature extraction¶

In [24]:
conv_base = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False,
    input_shape=(180, 180, 3))
In [25]:
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_3 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 block1_conv1 (Conv2D)       (None, 180, 180, 64)      1792      
                                                                 
 block1_conv2 (Conv2D)       (None, 180, 180, 64)      36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, 90, 90, 64)        0         
                                                                 
 block2_conv1 (Conv2D)       (None, 90, 90, 128)       73856     
                                                                 
 block2_conv2 (Conv2D)       (None, 90, 90, 128)       147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, 45, 45, 128)       0         
                                                                 
 block3_conv1 (Conv2D)       (None, 45, 45, 256)       295168    
                                                                 
 block3_conv2 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_conv3 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, 22, 22, 256)       0         
                                                                 
 block4_conv1 (Conv2D)       (None, 22, 22, 512)       1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, 11, 11, 512)       0         
                                                                 
 block5_conv1 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, 5, 5, 512)         0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

Extracting the VGG16 features and corresponding labels

In [26]:
# This should point to the small dataset of the Kaggle Dogs vs Cats competition that was created in a previous notebook
data_folder = pathlib.Path('../data/kaggle_dogs_vs_cats_small')

train_dataset = image_dataset_from_directory(
    data_folder / "train",
    image_size=(180, 180),
    batch_size=32)
validation_dataset = image_dataset_from_directory(
    data_folder / "validation",
    image_size=(180, 180),
    batch_size=32)
test_dataset = image_dataset_from_directory(
    data_folder / "test",
    image_size=(180, 180),
    batch_size=32)
Found 2000 files belonging to 2 classes.
Found 1000 files belonging to 2 classes.
Found 2000 files belonging to 2 classes.
In [27]:
import numpy as np

def get_features_and_labels(dataset):
    all_features = []
    all_labels = []
    for images, labels in dataset:
        preprocessed_images = keras.applications.vgg16.preprocess_input(images)
        features = conv_base.predict(preprocessed_images)
        all_features.append(features)
        all_labels.append(labels)
    return np.concatenate(all_features), np.concatenate(all_labels)

train_features, train_labels =  get_features_and_labels(train_dataset)
val_features, val_labels =  get_features_and_labels(validation_dataset)
test_features, test_labels =  get_features_and_labels(test_dataset)
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In [28]:
train_features.shape
Out[28]:
(2000, 5, 5, 512)

These are 1000 images for each of the two classes, and then a 5x5 spatial matrix with a depth of 512 filters. To the Student: Compare these dimensions to the last layer of the VGG16 which generated it.

Defining and training the densely connected classifier

Here we define a new dense neural networks, of only two (neuronal/trainable) layers.

In [29]:
inputs = keras.Input(shape=(5, 5, 512))
x = layers.Flatten()(inputs)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
In [30]:
model.summary()
Model: "model_2"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_4 (InputLayer)        [(None, 5, 5, 512)]       0         
                                                                 
 flatten_2 (Flatten)         (None, 12800)             0         
                                                                 
 dense_2 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_1 (Dropout)         (None, 256)               0         
                                                                 
 dense_3 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 3277313 (12.50 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________

While the network has only two layer, its number of parameter is significant compared to the previous networks we defined to address the dogs versus cats dataset before (they had about 1 million paramters). It is also a significant ratio of the VGG16 body which has about 15 million parameters. This is common in CNNs - the feature vector can be quick large (here its sizze is 12800 elements). A dense layer linearly increases the number of parameters with its size. Then, the last layer further increases it linearly proportionally to the number of classes.

In [31]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
      filepath="./models/feature_extraction",
      save_best_only=True,
      monitor="val_loss")
]
history = model.fit(
    train_features, train_labels,
    epochs=20,
    validation_data=(val_features, val_labels),
    callbacks=callbacks)
Epoch 1/20
63/63 [==============================] - ETA: 0s - loss: 15.4193 - accuracy: 0.9225INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
63/63 [==============================] - 2s 21ms/step - loss: 15.4193 - accuracy: 0.9225 - val_loss: 4.0499 - val_accuracy: 0.9730
Epoch 2/20
63/63 [==============================] - 1s 10ms/step - loss: 4.9217 - accuracy: 0.9700 - val_loss: 5.0618 - val_accuracy: 0.9700
Epoch 3/20
60/63 [===========================>..] - ETA: 0s - loss: 1.3526 - accuracy: 0.9875INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
63/63 [==============================] - 1s 15ms/step - loss: 1.2985 - accuracy: 0.9880 - val_loss: 3.7911 - val_accuracy: 0.9790
Epoch 4/20
63/63 [==============================] - 1s 10ms/step - loss: 1.4592 - accuracy: 0.9875 - val_loss: 4.6416 - val_accuracy: 0.9750
Epoch 5/20
63/63 [==============================] - 1s 11ms/step - loss: 1.2270 - accuracy: 0.9890 - val_loss: 4.6199 - val_accuracy: 0.9810
Epoch 6/20
63/63 [==============================] - 1s 10ms/step - loss: 0.6282 - accuracy: 0.9935 - val_loss: 6.7806 - val_accuracy: 0.9700
Epoch 7/20
63/63 [==============================] - 1s 10ms/step - loss: 0.7830 - accuracy: 0.9935 - val_loss: 4.8307 - val_accuracy: 0.9820
Epoch 8/20
63/63 [==============================] - 1s 10ms/step - loss: 1.3306 - accuracy: 0.9915 - val_loss: 5.7482 - val_accuracy: 0.9730
Epoch 9/20
63/63 [==============================] - 1s 10ms/step - loss: 0.1615 - accuracy: 0.9990 - val_loss: 5.8980 - val_accuracy: 0.9750
Epoch 10/20
63/63 [==============================] - 1s 10ms/step - loss: 0.3591 - accuracy: 0.9960 - val_loss: 4.8691 - val_accuracy: 0.9770
Epoch 11/20
63/63 [==============================] - 1s 10ms/step - loss: 0.2341 - accuracy: 0.9980 - val_loss: 4.4970 - val_accuracy: 0.9790
Epoch 12/20
63/63 [==============================] - 1s 10ms/step - loss: 0.2986 - accuracy: 0.9965 - val_loss: 4.4704 - val_accuracy: 0.9730
Epoch 13/20
63/63 [==============================] - 1s 10ms/step - loss: 0.0089 - accuracy: 0.9990 - val_loss: 4.0291 - val_accuracy: 0.9780
Epoch 14/20
63/63 [==============================] - 1s 10ms/step - loss: 0.0186 - accuracy: 0.9990 - val_loss: 4.5305 - val_accuracy: 0.9800
Epoch 15/20
63/63 [==============================] - 1s 10ms/step - loss: 0.1026 - accuracy: 0.9995 - val_loss: 5.0679 - val_accuracy: 0.9730
Epoch 16/20
63/63 [==============================] - 1s 11ms/step - loss: 0.0182 - accuracy: 0.9995 - val_loss: 4.1778 - val_accuracy: 0.9810
Epoch 17/20
63/63 [==============================] - 1s 10ms/step - loss: 0.1884 - accuracy: 0.9980 - val_loss: 4.9698 - val_accuracy: 0.9740
Epoch 18/20
63/63 [==============================] - 1s 10ms/step - loss: 0.1845 - accuracy: 0.9990 - val_loss: 4.4636 - val_accuracy: 0.9780
Epoch 19/20
63/63 [==============================] - 1s 10ms/step - loss: 0.0642 - accuracy: 0.9990 - val_loss: 4.7430 - val_accuracy: 0.9770
Epoch 20/20
63/63 [==============================] - 1s 10ms/step - loss: 0.0543 - accuracy: 0.9990 - val_loss: 4.7642 - val_accuracy: 0.9780

Plotting the results

In [32]:
import matplotlib.pyplot as plt
acc = history.history["accuracy"]
val_acc = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(acc) + 1)
plt.plot(epochs, acc, "bo", label="Training accuracy")
plt.plot(epochs, val_acc, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

Evaluating model

In [33]:
test_model = keras.models.load_model(
    "./models/feature_extraction")
test_loss, test_acc = test_model.evaluate(x=test_features, y=test_labels)
print(f"Test accuracy: {test_acc:.3f}")
63/63 [==============================] - 0s 4ms/step - loss: 4.8902 - accuracy: 0.9710
Test accuracy: 0.971

2 Feature Extraction with Data Augmentation In this step, data augmentation is added to the workflow to improve model generalization

In [34]:
conv_base  = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False)
In [35]:
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_5 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [36]:
conv_base.trainable = False
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_5 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________
In [37]:
data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = keras.applications.vgg16.preprocess_input(x)
x = conv_base(x)
x = layers.Flatten()(x)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
In [38]:
model.summary()
Model: "model_3"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_6 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_1 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (  (None, 180, 180, 3)       0         
 SlicingOpLambda)                                                
                                                                 
 tf.nn.bias_add (TFOpLambda  (None, 180, 180, 3)       0         
 )                                                               
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_3 (Flatten)         (None, 12800)             0         
                                                                 
 dense_4 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_2 (Dropout)         (None, 256)               0         
                                                                 
 dense_5 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17992001 (68.63 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________

Now training with augmentation

In [39]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/feature_extraction_with_data_augmentation",
        save_best_only=True,
        monitor="val_loss")
]
history = model.fit(
    train_dataset,
    epochs=50,
    validation_data=validation_dataset,
    callbacks=callbacks)
Epoch 1/50
2024-12-07 01:00:00.222456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 1:04 - loss: 13.4261 - accuracy: 0.6250
2024-12-07 01:00:00.706470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 13.8675 - accuracy: 0.7500 
2024-12-07 01:00:00.926129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 50.4450 - accuracy: 0.6979
2024-12-07 01:00:01.143549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 102.5093 - accuracy: 0.6328
2024-12-07 01:00:01.359728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 95.7513 - accuracy: 0.6375 
2024-12-07 01:00:01.576679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 84.3713 - accuracy: 0.6667
2024-12-07 01:00:01.793218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 79.6468 - accuracy: 0.6652
2024-12-07 01:00:02.005699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 73.3900 - accuracy: 0.6914
2024-12-07 01:00:02.220129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 65.7645 - accuracy: 0.7153
2024-12-07 01:00:02.436488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 60.2549 - accuracy: 0.7375
2024-12-07 01:00:02.651047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 55.8733 - accuracy: 0.7500
2024-12-07 01:00:02.867455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 51.5475 - accuracy: 0.7682
2024-12-07 01:00:03.079355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 48.3323 - accuracy: 0.7764
2024-12-07 01:00:03.294153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 45.1512 - accuracy: 0.7902
2024-12-07 01:00:03.506833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 42.5373 - accuracy: 0.7958
2024-12-07 01:00:03.718370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 40.3473 - accuracy: 0.8047
2024-12-07 01:00:03.938622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 9s - loss: 38.3848 - accuracy: 0.8143 
2024-12-07 01:00:04.151106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 36.3630 - accuracy: 0.8229
2024-12-07 01:00:04.417113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 34.4567 - accuracy: 0.8306
2024-12-07 01:00:04.647064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 33.2200 - accuracy: 0.8359
2024-12-07 01:00:04.861586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 31.8619 - accuracy: 0.8408
2024-12-07 01:00:05.076859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 8s - loss: 31.4390 - accuracy: 0.8438
2024-12-07 01:00:05.292228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 30.2814 - accuracy: 0.8478
2024-12-07 01:00:05.509009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 29.0796 - accuracy: 0.8529
2024-12-07 01:00:05.724877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 28.1168 - accuracy: 0.8562
2024-12-07 01:00:05.941075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 27.7185 - accuracy: 0.8570
2024-12-07 01:00:06.154366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 27.0732 - accuracy: 0.8565
2024-12-07 01:00:06.370184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 26.7405 - accuracy: 0.8583
2024-12-07 01:00:06.588443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 26.3233 - accuracy: 0.8610
2024-12-07 01:00:06.806088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 25.7307 - accuracy: 0.8615
2024-12-07 01:00:07.020211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 6s - loss: 25.0501 - accuracy: 0.8639
2024-12-07 01:00:07.237047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 24.4712 - accuracy: 0.8662
2024-12-07 01:00:07.449002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 23.7780 - accuracy: 0.8693
2024-12-07 01:00:07.664806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 23.1609 - accuracy: 0.8722
2024-12-07 01:00:07.879312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 22.4992 - accuracy: 0.8759
2024-12-07 01:00:08.096325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 21.9026 - accuracy: 0.8776
2024-12-07 01:00:08.308823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 21.3107 - accuracy: 0.8809
2024-12-07 01:00:08.552190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 20.8249 - accuracy: 0.8824
2024-12-07 01:00:08.767497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 20.5091 - accuracy: 0.8838
2024-12-07 01:00:08.981799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 20.5870 - accuracy: 0.8836
2024-12-07 01:00:09.193376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 20.1668 - accuracy: 0.8857
2024-12-07 01:00:09.406562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 20.2401 - accuracy: 0.8862
2024-12-07 01:00:09.690834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 19.9581 - accuracy: 0.8866
2024-12-07 01:00:09.901713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 20.5674 - accuracy: 0.8849
2024-12-07 01:00:10.120163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3s - loss: 21.3680 - accuracy: 0.8813
2024-12-07 01:00:10.332940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 21.2618 - accuracy: 0.8798
2024-12-07 01:00:10.548554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 20.8629 - accuracy: 0.8816
2024-12-07 01:00:10.760365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 20.8481 - accuracy: 0.8809
2024-12-07 01:00:10.975576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 20.4226 - accuracy: 0.8833
2024-12-07 01:00:11.189036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 20.1913 - accuracy: 0.8838
2024-12-07 01:00:11.403537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 19.9560 - accuracy: 0.8854
2024-12-07 01:00:11.618693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 19.6432 - accuracy: 0.8870
2024-12-07 01:00:11.835440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 19.4518 - accuracy: 0.8868
2024-12-07 01:00:12.049156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 19.1391 - accuracy: 0.8883
2024-12-07 01:00:12.259346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 18.9060 - accuracy: 0.8886
2024-12-07 01:00:12.469307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 18.7819 - accuracy: 0.8884
2024-12-07 01:00:12.679733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 18.5519 - accuracy: 0.8893
2024-12-07 01:00:12.889897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 18.3755 - accuracy: 0.8901
2024-12-07 01:00:13.100700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 18.5685 - accuracy: 0.8893
2024-12-07 01:00:13.312018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 18.2875 - accuracy: 0.8906
2024-12-07 01:00:13.522466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 18.1139 - accuracy: 0.8919
2024-12-07 01:00:13.733844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 17.6920 - accuracy: 0.8940
2024-12-07 01:00:13.942210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 23s 348ms/step - loss: 17.6920 - accuracy: 0.8940 - val_loss: 6.6348 - val_accuracy: 0.9610
Epoch 2/50
2024-12-07 01:00:22.299380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 24s - loss: 0.0655 - accuracy: 0.9688
2024-12-07 01:00:22.692137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 5.2795 - accuracy: 0.9219
2024-12-07 01:00:22.912620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 8.6916 - accuracy: 0.9271
2024-12-07 01:00:23.126670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 6.5187 - accuracy: 0.9453
2024-12-07 01:00:23.338945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 6.6644 - accuracy: 0.9438
2024-12-07 01:00:23.552850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 7.0185 - accuracy: 0.9479
2024-12-07 01:00:23.769721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 6.0160 - accuracy: 0.9554
2024-12-07 01:00:23.982422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 6.7029 - accuracy: 0.9531
2024-12-07 01:00:24.202506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 6.3399 - accuracy: 0.9549
2024-12-07 01:00:24.418901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 5.9563 - accuracy: 0.9563
2024-12-07 01:00:24.641559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 5.6422 - accuracy: 0.9574
2024-12-07 01:00:24.883358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 5.6099 - accuracy: 0.9557
2024-12-07 01:00:25.115020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 6.1577 - accuracy: 0.9471
2024-12-07 01:00:25.340741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 6.3898 - accuracy: 0.9464
2024-12-07 01:00:25.565086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 6.0516 - accuracy: 0.9479
2024-12-07 01:00:25.788071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 6.2881 - accuracy: 0.9492
2024-12-07 01:00:26.020125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 6.9826 - accuracy: 0.9485
2024-12-07 01:00:26.234632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 7.9632 - accuracy: 0.9410 
2024-12-07 01:00:26.449896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 8.1362 - accuracy: 0.9391
2024-12-07 01:00:26.663256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 8.4092 - accuracy: 0.9375
2024-12-07 01:00:26.936743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 8.5250 - accuracy: 0.9360
2024-12-07 01:00:27.167449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 8.1375 - accuracy: 0.9389
2024-12-07 01:00:27.379290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 7.8819 - accuracy: 0.9389
2024-12-07 01:00:27.601101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 7.7926 - accuracy: 0.9388
2024-12-07 01:00:27.841707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 7.8925 - accuracy: 0.9362
2024-12-07 01:00:28.068427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 8.4716 - accuracy: 0.9351
2024-12-07 01:00:28.290537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 8.1890 - accuracy: 0.9363
2024-12-07 01:00:28.508590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 7.9701 - accuracy: 0.9375
2024-12-07 01:00:28.722152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 7.7199 - accuracy: 0.9386
2024-12-07 01:00:28.934841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 7.4626 - accuracy: 0.9406
2024-12-07 01:00:29.150777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 7.3346 - accuracy: 0.9405
2024-12-07 01:00:29.363400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 7.1054 - accuracy: 0.9424
2024-12-07 01:00:29.581741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 7.5477 - accuracy: 0.9403
2024-12-07 01:00:29.791243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 7.6178 - accuracy: 0.9403
2024-12-07 01:00:30.013837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 7.4001 - accuracy: 0.9420
2024-12-07 01:00:30.235395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 7.5085 - accuracy: 0.9392
2024-12-07 01:00:30.460439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 7.7174 - accuracy: 0.9375
2024-12-07 01:00:30.688372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 7.5144 - accuracy: 0.9391
2024-12-07 01:00:30.909431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 7.4640 - accuracy: 0.9399
2024-12-07 01:00:31.132177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 7.2774 - accuracy: 0.9414
2024-12-07 01:00:31.444530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 7.0999 - accuracy: 0.9428
2024-12-07 01:00:31.681944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 7.1279 - accuracy: 0.9420
2024-12-07 01:00:31.903955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 7.0963 - accuracy: 0.9426
2024-12-07 01:00:32.117709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 7.2694 - accuracy: 0.9418
2024-12-07 01:00:32.328354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 7.3329 - accuracy: 0.9410
2024-12-07 01:00:32.540699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 7.5748 - accuracy: 0.9402
2024-12-07 01:00:32.762787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 7.4464 - accuracy: 0.9408
2024-12-07 01:00:32.979317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 7.2912 - accuracy: 0.9421
2024-12-07 01:00:33.196319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 7.4241 - accuracy: 0.9413
2024-12-07 01:00:33.407487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 7.3343 - accuracy: 0.9419
2024-12-07 01:00:33.626696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 7.4686 - accuracy: 0.9418
2024-12-07 01:00:33.839823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 7.5911 - accuracy: 0.9417
2024-12-07 01:00:34.075979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 7.4479 - accuracy: 0.9428
2024-12-07 01:00:34.322543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 7.3772 - accuracy: 0.9427
2024-12-07 01:00:34.543957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 7.3556 - accuracy: 0.9420
2024-12-07 01:00:34.764569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 7.3010 - accuracy: 0.9425
2024-12-07 01:00:34.975271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 7.2440 - accuracy: 0.9430
2024-12-07 01:00:35.185117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 7.2576 - accuracy: 0.9423
2024-12-07 01:00:35.394237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 7.2052 - accuracy: 0.9428
2024-12-07 01:00:35.603276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 7.1854 - accuracy: 0.9427
2024-12-07 01:00:35.888669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 7.1149 - accuracy: 0.9431
2024-12-07 01:00:36.098363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 7.4700 - accuracy: 0.9415
2024-12-07 01:00:36.307223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 22s 353ms/step - loss: 7.4700 - accuracy: 0.9415 - val_loss: 3.5776 - val_accuracy: 0.9680
Epoch 3/50
2024-12-07 01:00:44.598955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 2.2582 - accuracy: 0.9375
2024-12-07 01:00:44.902120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 9.7717 - accuracy: 0.8906
2024-12-07 01:00:45.112633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 6.5145 - accuracy: 0.9271
2024-12-07 01:00:45.321263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 6.1630 - accuracy: 0.9297
2024-12-07 01:00:45.530353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 6.4245 - accuracy: 0.9312
2024-12-07 01:00:45.738832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 11s - loss: 5.3769 - accuracy: 0.9375
2024-12-07 01:00:45.947669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 11s - loss: 5.0203 - accuracy: 0.9420
2024-12-07 01:00:46.160196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 4.8648 - accuracy: 0.9414
2024-12-07 01:00:46.372296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 5.2691 - accuracy: 0.9410
2024-12-07 01:00:46.598610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 5.8225 - accuracy: 0.9375
2024-12-07 01:00:46.818979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 5.7986 - accuracy: 0.9347
2024-12-07 01:00:47.040287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 10s - loss: 5.4595 - accuracy: 0.9349
2024-12-07 01:00:47.255259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 5.3359 - accuracy: 0.9351
2024-12-07 01:00:47.471797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 5.0757 - accuracy: 0.9353
2024-12-07 01:00:47.684040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 4.7373 - accuracy: 0.9396
2024-12-07 01:00:47.902635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 4.4413 - accuracy: 0.9434
2024-12-07 01:00:48.120480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 9s - loss: 4.8512 - accuracy: 0.9430 
2024-12-07 01:00:48.355966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 4.5817 - accuracy: 0.9462
2024-12-07 01:00:48.582280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 4.6694 - accuracy: 0.9457
2024-12-07 01:00:48.943137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 4.7786 - accuracy: 0.9453
2024-12-07 01:00:49.231182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 4.6174 - accuracy: 0.9464
2024-12-07 01:00:49.464736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 4.8302 - accuracy: 0.9460
2024-12-07 01:00:49.691017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 4.6202 - accuracy: 0.9484
2024-12-07 01:00:49.908963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 4.9649 - accuracy: 0.9479
2024-12-07 01:00:50.121940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 4.7663 - accuracy: 0.9500
2024-12-07 01:00:50.335351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 4.5829 - accuracy: 0.9519
2024-12-07 01:00:50.552794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 5.2043 - accuracy: 0.9502
2024-12-07 01:00:50.768872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 5.0184 - accuracy: 0.9520
2024-12-07 01:00:50.982569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 4.8455 - accuracy: 0.9537
2024-12-07 01:00:51.204841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 4.6840 - accuracy: 0.9552
2024-12-07 01:00:51.424563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 4.6743 - accuracy: 0.9536
2024-12-07 01:00:51.644555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 4.6427 - accuracy: 0.9541
2024-12-07 01:00:51.866500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 4.6726 - accuracy: 0.9536
2024-12-07 01:00:52.086129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 4.5352 - accuracy: 0.9550
2024-12-07 01:00:52.305844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 4.4117 - accuracy: 0.9554
2024-12-07 01:00:52.531123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 4.2892 - accuracy: 0.9566
2024-12-07 01:00:52.751960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 4.1732 - accuracy: 0.9578
2024-12-07 01:00:53.041434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 4.0634 - accuracy: 0.9589
2024-12-07 01:00:53.296484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 3.9592 - accuracy: 0.9599
2024-12-07 01:00:53.545831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 3.8603 - accuracy: 0.9609
2024-12-07 01:00:53.788022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 3.9358 - accuracy: 0.9604
2024-12-07 01:00:54.051060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 3.8420 - accuracy: 0.9613
2024-12-07 01:00:54.299818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 3.7527 - accuracy: 0.9622
2024-12-07 01:00:54.538502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 3.6885 - accuracy: 0.9616
2024-12-07 01:00:54.779773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 3.7045 - accuracy: 0.9618
2024-12-07 01:00:55.026163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 3.8184 - accuracy: 0.9613
2024-12-07 01:00:55.279975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 4.3696 - accuracy: 0.9601
2024-12-07 01:00:55.525593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 4.6114 - accuracy: 0.9577
2024-12-07 01:00:55.779925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 4.7569 - accuracy: 0.9573
2024-12-07 01:00:56.025723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 4.7513 - accuracy: 0.9569
2024-12-07 01:00:56.274452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 4.7891 - accuracy: 0.9571
2024-12-07 01:00:56.506089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 4.6971 - accuracy: 0.9579
2024-12-07 01:00:56.733371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 4.6326 - accuracy: 0.9581
2024-12-07 01:00:56.960856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 4.6622 - accuracy: 0.9566
2024-12-07 01:00:57.267415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 4.8983 - accuracy: 0.9551
2024-12-07 01:00:57.488529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 4.8108 - accuracy: 0.9559
2024-12-07 01:00:57.710540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 4.7577 - accuracy: 0.9556
2024-12-07 01:00:57.937427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 4.7262 - accuracy: 0.9558
2024-12-07 01:00:58.166008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 4.6532 - accuracy: 0.9560
2024-12-07 01:00:58.390440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 4.6359 - accuracy: 0.9557
2024-12-07 01:00:58.614139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 4.6345 - accuracy: 0.9549
2024-12-07 01:00:58.839430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 4.5696 - accuracy: 0.9550
2024-12-07 01:00:59.063224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 335ms/step - loss: 4.5696 - accuracy: 0.9550 - val_loss: 6.3301 - val_accuracy: 0.9520
Epoch 4/50
2024-12-07 01:01:25.612536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 28s - loss: 3.4505 - accuracy: 0.9375
2024-12-07 01:01:26.037466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 1.7253 - accuracy: 0.9688
2024-12-07 01:01:26.260711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 2.9762 - accuracy: 0.9583
2024-12-07 01:01:26.484461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 3.8657 - accuracy: 0.9531
2024-12-07 01:01:26.698120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 3.0925 - accuracy: 0.9625
2024-12-07 01:01:26.924654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 4.1155 - accuracy: 0.9635
2024-12-07 01:01:27.140553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 3.8482 - accuracy: 0.9598
2024-12-07 01:01:27.377660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 3.3760 - accuracy: 0.9609
2024-12-07 01:01:27.608932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 6.4983 - accuracy: 0.9479
2024-12-07 01:01:27.825584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 6.0173 - accuracy: 0.9500
2024-12-07 01:01:28.040489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 5.4703 - accuracy: 0.9545
2024-12-07 01:01:28.254225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 5.0144 - accuracy: 0.9583
2024-12-07 01:01:28.467622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 5.0815 - accuracy: 0.9519
2024-12-07 01:01:28.683682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 5.4483 - accuracy: 0.9487
2024-12-07 01:01:28.897107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 5.3822 - accuracy: 0.9500
2024-12-07 01:01:29.108791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 5.2360 - accuracy: 0.9492
2024-12-07 01:01:29.321184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 5.4711 - accuracy: 0.9485
2024-12-07 01:01:29.539603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 5.3164 - accuracy: 0.9479 
2024-12-07 01:01:29.752537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 5.3064 - accuracy: 0.9474
2024-12-07 01:01:29.966692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 5.1232 - accuracy: 0.9469
2024-12-07 01:01:30.181851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 4.9699 - accuracy: 0.9479
2024-12-07 01:01:30.466677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 4.7440 - accuracy: 0.9503
2024-12-07 01:01:30.679123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 4.6879 - accuracy: 0.9470
2024-12-07 01:01:30.898208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 4.6580 - accuracy: 0.9466
2024-12-07 01:01:31.115269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 4.6336 - accuracy: 0.9475
2024-12-07 01:01:31.329371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 4.4554 - accuracy: 0.9495
2024-12-07 01:01:31.547748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 4.3111 - accuracy: 0.9502
2024-12-07 01:01:31.768232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 4.3621 - accuracy: 0.9498
2024-12-07 01:01:31.981121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 4.2117 - accuracy: 0.9515
2024-12-07 01:01:32.202975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 4.0730 - accuracy: 0.9521
2024-12-07 01:01:32.424018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 4.0428 - accuracy: 0.9526
2024-12-07 01:01:32.643566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 3.9303 - accuracy: 0.9531
2024-12-07 01:01:32.862721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 3.9193 - accuracy: 0.9517
2024-12-07 01:01:33.080221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 3.8044 - accuracy: 0.9531
2024-12-07 01:01:33.291429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 3.7740 - accuracy: 0.9527
2024-12-07 01:01:33.509457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 3.7219 - accuracy: 0.9514
2024-12-07 01:01:33.728042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 3.6721 - accuracy: 0.9519
2024-12-07 01:01:33.987621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 3.5962 - accuracy: 0.9523
2024-12-07 01:01:34.270088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 3.5040 - accuracy: 0.9535
2024-12-07 01:01:34.483913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 3.5489 - accuracy: 0.9531
2024-12-07 01:01:34.702438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 3.6400 - accuracy: 0.9527
2024-12-07 01:01:34.920808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 3.6757 - accuracy: 0.9531
2024-12-07 01:01:35.141027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 3.6632 - accuracy: 0.9535
2024-12-07 01:01:35.368948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 3.6189 - accuracy: 0.9538
2024-12-07 01:01:35.593624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 3.5931 - accuracy: 0.9542
2024-12-07 01:01:35.816594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 3.5532 - accuracy: 0.9545
2024-12-07 01:01:36.034499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 3.4877 - accuracy: 0.9548
2024-12-07 01:01:36.254482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 3.4260 - accuracy: 0.9551
2024-12-07 01:01:36.473095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 3.3561 - accuracy: 0.9560
2024-12-07 01:01:36.698343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 3.3896 - accuracy: 0.9556
2024-12-07 01:01:36.924416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 3.6834 - accuracy: 0.9553
2024-12-07 01:01:37.140488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 3.6125 - accuracy: 0.9561
2024-12-07 01:01:37.353349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 3.6152 - accuracy: 0.9564
2024-12-07 01:01:37.574904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 3.5483 - accuracy: 0.9572
2024-12-07 01:01:37.786355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 3.5773 - accuracy: 0.9563
2024-12-07 01:01:38.071700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 3.5134 - accuracy: 0.9570
2024-12-07 01:01:38.287837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 3.4518 - accuracy: 0.9578
2024-12-07 01:01:38.506894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 3.6087 - accuracy: 0.9558
2024-12-07 01:01:38.719119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 3.6372 - accuracy: 0.9560
2024-12-07 01:01:38.929443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 3.6883 - accuracy: 0.9557
2024-12-07 01:01:39.137990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 3.7140 - accuracy: 0.9544
2024-12-07 01:01:39.350062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 3.6405 - accuracy: 0.9550
2024-12-07 01:01:39.559012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 22s 354ms/step - loss: 3.6405 - accuracy: 0.9550 - val_loss: 2.8333 - val_accuracy: 0.9790
Epoch 5/50
2024-12-07 01:01:48.004564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:01:48.307643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 1.0885 - accuracy: 0.9844    
2024-12-07 01:01:48.524007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.7257 - accuracy: 0.9896
2024-12-07 01:01:48.734814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 1.2943 - accuracy: 0.9766
2024-12-07 01:01:48.945072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 1.0981 - accuracy: 0.9750
2024-12-07 01:01:49.160006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 2.1313 - accuracy: 0.9688
2024-12-07 01:01:49.369928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 11s - loss: 1.8302 - accuracy: 0.9688
2024-12-07 01:01:49.580673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 1.6015 - accuracy: 0.9727
2024-12-07 01:01:49.790032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 2.4363 - accuracy: 0.9722
2024-12-07 01:01:50.000101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 2.1927 - accuracy: 0.9750
2024-12-07 01:01:50.215994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 1.9933 - accuracy: 0.9773
2024-12-07 01:01:50.426207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 10s - loss: 1.8272 - accuracy: 0.9792
2024-12-07 01:01:50.638797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 1.8579 - accuracy: 0.9784
2024-12-07 01:01:50.858023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 2.1821 - accuracy: 0.9777
2024-12-07 01:01:51.071960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 2.1045 - accuracy: 0.9771
2024-12-07 01:01:51.287749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 2.0886 - accuracy: 0.9766
2024-12-07 01:01:51.500492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 9s - loss: 1.9657 - accuracy: 0.9779 
2024-12-07 01:01:51.714062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 1.8565 - accuracy: 0.9792
2024-12-07 01:01:51.930861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 1.7588 - accuracy: 0.9803
2024-12-07 01:01:52.147051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 1.6709 - accuracy: 0.9812
2024-12-07 01:01:52.363910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 8s - loss: 1.5913 - accuracy: 0.9821
2024-12-07 01:01:52.581556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 8s - loss: 1.5190 - accuracy: 0.9830
2024-12-07 01:01:52.800145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 1.5601 - accuracy: 0.9823
2024-12-07 01:01:53.018144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 1.4951 - accuracy: 0.9831
2024-12-07 01:01:53.235652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 1.4594 - accuracy: 0.9825
2024-12-07 01:01:53.452835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 7s - loss: 1.4033 - accuracy: 0.9832
2024-12-07 01:01:53.673961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 1.3513 - accuracy: 0.9838
2024-12-07 01:01:53.894031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 1.4062 - accuracy: 0.9833
2024-12-07 01:01:54.114451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 1.4764 - accuracy: 0.9828
2024-12-07 01:01:54.335310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 1.4272 - accuracy: 0.9833
2024-12-07 01:01:54.561589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 6s - loss: 1.4823 - accuracy: 0.9829
2024-12-07 01:01:54.858505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 1.5791 - accuracy: 0.9824
2024-12-07 01:01:55.103442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 1.5411 - accuracy: 0.9820
2024-12-07 01:01:55.324329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 1.6412 - accuracy: 0.9807
2024-12-07 01:01:55.544667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 1.5943 - accuracy: 0.9812
2024-12-07 01:01:55.764872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 1.5710 - accuracy: 0.9809
2024-12-07 01:01:55.988150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 1.5725 - accuracy: 0.9797
2024-12-07 01:01:56.210757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 1.6106 - accuracy: 0.9794
2024-12-07 01:01:56.435078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 1.6755 - accuracy: 0.9784
2024-12-07 01:01:56.655119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.7446 - accuracy: 0.9781
2024-12-07 01:01:56.878238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 1.7056 - accuracy: 0.9779
2024-12-07 01:01:57.099888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 1.8516 - accuracy: 0.9762
2024-12-07 01:01:57.321518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 2.0513 - accuracy: 0.9738
2024-12-07 01:01:57.543914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 2.1015 - accuracy: 0.9730
2024-12-07 01:01:57.766742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3s - loss: 2.2648 - accuracy: 0.9729
2024-12-07 01:01:57.988342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 2.2472 - accuracy: 0.9728
2024-12-07 01:01:58.209172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 2.1994 - accuracy: 0.9734
2024-12-07 01:01:58.434532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.2232 - accuracy: 0.9733
2024-12-07 01:01:58.655990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 2.3215 - accuracy: 0.9719
2024-12-07 01:01:58.878271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 2.2934 - accuracy: 0.9719
2024-12-07 01:01:59.101617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 2.2484 - accuracy: 0.9724
2024-12-07 01:01:59.324023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 2.2243 - accuracy: 0.9724
2024-12-07 01:01:59.547230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.2510 - accuracy: 0.9723
2024-12-07 01:01:59.769163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 2.2808 - accuracy: 0.9722
2024-12-07 01:02:00.061585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 2.2756 - accuracy: 0.9722
2024-12-07 01:02:00.285210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 2.2437 - accuracy: 0.9721
2024-12-07 01:02:00.508284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 2.4060 - accuracy: 0.9709
2024-12-07 01:02:00.730279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.3838 - accuracy: 0.9709
2024-12-07 01:02:00.954757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 2.3434 - accuracy: 0.9714
2024-12-07 01:02:01.178596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.4391 - accuracy: 0.9708
2024-12-07 01:02:01.407334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 2.3991 - accuracy: 0.9713
2024-12-07 01:02:01.638018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.3815 - accuracy: 0.9715
2024-12-07 01:02:01.862968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 327ms/step - loss: 2.3815 - accuracy: 0.9715 - val_loss: 2.8703 - val_accuracy: 0.9800
Epoch 6/50
2024-12-07 01:02:08.592881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 2.1975 - accuracy: 0.9688
2024-12-07 01:02:08.889955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 3.9994 - accuracy: 0.9531
2024-12-07 01:02:09.119003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 2.6663 - accuracy: 0.9688
2024-12-07 01:02:09.343567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 1.9997 - accuracy: 0.9766
2024-12-07 01:02:09.570012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 2.1389 - accuracy: 0.9750
2024-12-07 01:02:09.798430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 1.7825 - accuracy: 0.9792
2024-12-07 01:02:10.024275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 1.8424 - accuracy: 0.9777
2024-12-07 01:02:10.250158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 1.6448 - accuracy: 0.9766
2024-12-07 01:02:10.476545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 2.0872 - accuracy: 0.9722
2024-12-07 01:02:10.703322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 2.3605 - accuracy: 0.9719
2024-12-07 01:02:10.930270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 2.1459 - accuracy: 0.9744
2024-12-07 01:02:11.160095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 1.9671 - accuracy: 0.9766
2024-12-07 01:02:11.386313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 2.3945 - accuracy: 0.9736
2024-12-07 01:02:11.612898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 2.2235 - accuracy: 0.9754
2024-12-07 01:02:11.839735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 2.7686 - accuracy: 0.9729
2024-12-07 01:02:12.133861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 3.0750 - accuracy: 0.9707
2024-12-07 01:02:12.371949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 2.8941 - accuracy: 0.9724
2024-12-07 01:02:12.596636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 3.5775 - accuracy: 0.9688
2024-12-07 01:02:12.821701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 3.8771 - accuracy: 0.9671
2024-12-07 01:02:13.051440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 3.8270 - accuracy: 0.9672 
2024-12-07 01:02:13.279166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 3.6447 - accuracy: 0.9688
2024-12-07 01:02:13.504847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 3.5005 - accuracy: 0.9688
2024-12-07 01:02:13.730399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 3.3483 - accuracy: 0.9701
2024-12-07 01:02:13.961981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 3.2088 - accuracy: 0.9714
2024-12-07 01:02:14.189091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 3.1535 - accuracy: 0.9700
2024-12-07 01:02:14.413531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 3.0609 - accuracy: 0.9700
2024-12-07 01:02:14.640877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 2.9513 - accuracy: 0.9699
2024-12-07 01:02:14.871148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 2.8459 - accuracy: 0.9710
2024-12-07 01:02:15.101396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 2.8189 - accuracy: 0.9698
2024-12-07 01:02:15.351544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 2.7502 - accuracy: 0.9698
2024-12-07 01:02:15.599428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 2.6760 - accuracy: 0.9698
2024-12-07 01:02:15.847820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 2.6398 - accuracy: 0.9697
2024-12-07 01:02:16.104501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 2.6243 - accuracy: 0.9697
2024-12-07 01:02:16.353420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 2.5471 - accuracy: 0.9706
2024-12-07 01:02:16.594865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 2.5595 - accuracy: 0.9705
2024-12-07 01:02:16.860856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 2.9276 - accuracy: 0.9688
2024-12-07 01:02:17.224432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 2.8484 - accuracy: 0.9696
2024-12-07 01:02:17.483535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 2.7735 - accuracy: 0.9704
2024-12-07 01:02:17.725023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 2.7928 - accuracy: 0.9696
2024-12-07 01:02:17.962213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 2.9203 - accuracy: 0.9688
2024-12-07 01:02:18.194776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 2.9215 - accuracy: 0.9688
2024-12-07 01:02:18.426739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 2.9516 - accuracy: 0.9680
2024-12-07 01:02:18.659980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 3.0040 - accuracy: 0.9673
2024-12-07 01:02:18.893700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 3.0325 - accuracy: 0.9673
2024-12-07 01:02:19.124415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 2.9651 - accuracy: 0.9681
2024-12-07 01:02:19.355462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 2.9007 - accuracy: 0.9688
2024-12-07 01:02:19.586269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 2.8390 - accuracy: 0.9694
2024-12-07 01:02:19.819127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.8430 - accuracy: 0.9681
2024-12-07 01:02:20.051191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 3.0205 - accuracy: 0.9675
2024-12-07 01:02:20.282907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 2.9815 - accuracy: 0.9675
2024-12-07 01:02:20.512861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 2.9230 - accuracy: 0.9681
2024-12-07 01:02:20.746498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 3.0128 - accuracy: 0.9669
2024-12-07 01:02:20.977637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.9927 - accuracy: 0.9670
2024-12-07 01:02:21.209940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 2.9373 - accuracy: 0.9676
2024-12-07 01:02:21.444223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 2.8839 - accuracy: 0.9682
2024-12-07 01:02:21.674293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 2.8324 - accuracy: 0.9688
2024-12-07 01:02:21.900491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 2.7827 - accuracy: 0.9693
2024-12-07 01:02:22.200618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.7649 - accuracy: 0.9693
2024-12-07 01:02:22.441436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 2.7371 - accuracy: 0.9688
2024-12-07 01:02:22.670847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.6915 - accuracy: 0.9693
2024-12-07 01:02:22.899311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 2.6576 - accuracy: 0.9693
2024-12-07 01:02:23.129708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.6721 - accuracy: 0.9690
2024-12-07 01:02:23.357694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 22s 345ms/step - loss: 2.6721 - accuracy: 0.9690 - val_loss: 3.8862 - val_accuracy: 0.9730
Epoch 7/50
2024-12-07 01:02:30.261807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 2.5540e-04 - accuracy: 1.0000
2024-12-07 01:02:30.570005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 1.2770e-04 - accuracy: 1.0000
2024-12-07 01:02:30.806758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 3.2688 - accuracy: 0.9792    
2024-12-07 01:02:31.045506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 2.8462 - accuracy: 0.9766
2024-12-07 01:02:31.284131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 3.1773 - accuracy: 0.9688
2024-12-07 01:02:31.519650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 2.6599 - accuracy: 0.9688
2024-12-07 01:02:31.755355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 2.6723 - accuracy: 0.9643
2024-12-07 01:02:32.000717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 2.6386 - accuracy: 0.9648
2024-12-07 01:02:32.244798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 2.3454 - accuracy: 0.9688
2024-12-07 01:02:32.498706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 2.6449 - accuracy: 0.9625
2024-12-07 01:02:32.751485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 2.7880 - accuracy: 0.9602
2024-12-07 01:02:33.007710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 2.5556 - accuracy: 0.9635
2024-12-07 01:02:33.262571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 2.3590 - accuracy: 0.9663
2024-12-07 01:02:33.517506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 2.2502 - accuracy: 0.9665
2024-12-07 01:02:33.771016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 2.1002 - accuracy: 0.9688
2024-12-07 01:02:34.014772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 1.9877 - accuracy: 0.9668
2024-12-07 01:02:34.263112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 1.8708 - accuracy: 0.9688
2024-12-07 01:02:34.503713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 1.9656 - accuracy: 0.9653
2024-12-07 01:02:34.751267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 1.9706 - accuracy: 0.9638
2024-12-07 01:02:35.001458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 1.9147 - accuracy: 0.9641
2024-12-07 01:02:35.278778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 1.8235 - accuracy: 0.9658
2024-12-07 01:02:35.543269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 1.9360 - accuracy: 0.9631
2024-12-07 01:02:35.839004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 2.1184 - accuracy: 0.9606
2024-12-07 01:02:36.278555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 2.0301 - accuracy: 0.9622
2024-12-07 01:02:36.549448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 2.0684 - accuracy: 0.9613 
2024-12-07 01:02:36.800538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 2.6075 - accuracy: 0.9591
2024-12-07 01:02:37.042529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 2.5109 - accuracy: 0.9606
2024-12-07 01:02:37.282904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 2.4213 - accuracy: 0.9621
2024-12-07 01:02:37.523870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 2.3378 - accuracy: 0.9634
2024-12-07 01:02:37.774506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 2.4952 - accuracy: 0.9615
2024-12-07 01:02:38.032231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 2.6358 - accuracy: 0.9617
2024-12-07 01:02:38.287801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 2.5662 - accuracy: 0.9619
2024-12-07 01:02:38.549236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 2.7189 - accuracy: 0.9612
2024-12-07 01:02:38.810637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 2.6390 - accuracy: 0.9623
2024-12-07 01:02:39.068679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 2.5636 - accuracy: 0.9634
2024-12-07 01:02:39.331580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 2.6522 - accuracy: 0.9635
2024-12-07 01:02:39.593161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 2.6225 - accuracy: 0.9637
2024-12-07 01:02:39.858988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 2.5534 - accuracy: 0.9646
2024-12-07 01:02:40.104537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 2.5285 - accuracy: 0.9647
2024-12-07 01:02:40.372273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 2.5732 - accuracy: 0.9641
2024-12-07 01:02:40.671324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 2.7123 - accuracy: 0.9627
2024-12-07 01:02:40.942915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 2.6939 - accuracy: 0.9606
2024-12-07 01:02:41.210060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 2.6312 - accuracy: 0.9615
2024-12-07 01:02:41.469418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 2.6924 - accuracy: 0.9609
2024-12-07 01:02:41.852396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 2.6874 - accuracy: 0.9611
2024-12-07 01:02:42.112392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 2.6290 - accuracy: 0.9620
2024-12-07 01:02:42.377620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 2.6735 - accuracy: 0.9621
2024-12-07 01:02:42.646014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.8707 - accuracy: 0.9609
2024-12-07 01:02:42.904742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 2.8122 - accuracy: 0.9617
2024-12-07 01:02:43.152638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 2.8389 - accuracy: 0.9619
2024-12-07 01:02:43.404339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 2.7833 - accuracy: 0.9626
2024-12-07 01:02:43.647124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 2.7885 - accuracy: 0.9627
2024-12-07 01:02:43.886644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.9009 - accuracy: 0.9629
2024-12-07 01:02:44.127692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 2.8472 - accuracy: 0.9635
2024-12-07 01:02:44.362080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 2.8291 - accuracy: 0.9636
2024-12-07 01:02:44.599301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 2.7786 - accuracy: 0.9643
2024-12-07 01:02:44.831225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 2.7298 - accuracy: 0.9649
2024-12-07 01:02:45.066761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.8224 - accuracy: 0.9650
2024-12-07 01:02:45.312497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 2.7850 - accuracy: 0.9650
2024-12-07 01:02:45.587067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.7698 - accuracy: 0.9651
2024-12-07 01:02:45.859865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 2.7670 - accuracy: 0.9652
2024-12-07 01:02:46.126189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.9252 - accuracy: 0.9635
2024-12-07 01:02:46.393158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 23s 369ms/step - loss: 2.9252 - accuracy: 0.9635 - val_loss: 4.7489 - val_accuracy: 0.9620
Epoch 8/50
2024-12-07 01:02:53.430809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:02:53.820097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 2.0508 - accuracy: 0.9219    
2024-12-07 01:02:54.088918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 2.9466 - accuracy: 0.9167
2024-12-07 01:02:54.349671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 3.5655 - accuracy: 0.9219
2024-12-07 01:02:54.603153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 14s - loss: 2.8524 - accuracy: 0.9375
2024-12-07 01:02:54.845545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 2.5463 - accuracy: 0.9427
2024-12-07 01:02:55.082349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 3.3346 - accuracy: 0.9420
2024-12-07 01:02:55.329627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 3.1197 - accuracy: 0.9414
2024-12-07 01:02:55.576667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 2.7731 - accuracy: 0.9479
2024-12-07 01:02:55.813615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 3.0808 - accuracy: 0.9438
2024-12-07 01:02:56.069363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 13s - loss: 2.8697 - accuracy: 0.9460
2024-12-07 01:02:56.329966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 2.6306 - accuracy: 0.9505
2024-12-07 01:02:56.591831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 2.6058 - accuracy: 0.9519
2024-12-07 01:02:56.855308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 2.5532 - accuracy: 0.9531
2024-12-07 01:02:57.121908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 2.3830 - accuracy: 0.9563
2024-12-07 01:02:57.372350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 2.2341 - accuracy: 0.9590
2024-12-07 01:02:57.620426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 2.1557 - accuracy: 0.9577
2024-12-07 01:02:57.871887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 2.4512 - accuracy: 0.9549
2024-12-07 01:02:58.134307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 2.5584 - accuracy: 0.9556
2024-12-07 01:02:58.438816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 2.4305 - accuracy: 0.9578
2024-12-07 01:02:58.715968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 2.3507 - accuracy: 0.9583
2024-12-07 01:02:58.980409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 2.3674 - accuracy: 0.9574
2024-12-07 01:02:59.247795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 2.2644 - accuracy: 0.9592
2024-12-07 01:02:59.523590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 2.2588 - accuracy: 0.9583
2024-12-07 01:02:59.800860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 2.1685 - accuracy: 0.9600 
2024-12-07 01:03:00.103195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 2.3770 - accuracy: 0.9579
2024-12-07 01:03:00.419623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 2.3269 - accuracy: 0.9583
2024-12-07 01:03:00.687231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 2.2438 - accuracy: 0.9598
2024-12-07 01:03:00.940651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 2.1779 - accuracy: 0.9601
2024-12-07 01:03:01.189198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 2.1325 - accuracy: 0.9604
2024-12-07 01:03:01.440229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 2.0638 - accuracy: 0.9617
2024-12-07 01:03:01.687166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 2.2267 - accuracy: 0.9609
2024-12-07 01:03:01.936866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 2.1593 - accuracy: 0.9621
2024-12-07 01:03:02.182480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 2.0961 - accuracy: 0.9632
2024-12-07 01:03:02.427054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 2.1963 - accuracy: 0.9625
2024-12-07 01:03:02.669173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 2.1353 - accuracy: 0.9635
2024-12-07 01:03:02.915050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 2.0776 - accuracy: 0.9645
2024-12-07 01:03:03.201435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 2.0229 - accuracy: 0.9655
2024-12-07 01:03:03.470884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 2.1153 - accuracy: 0.9655
2024-12-07 01:03:03.715983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 2.1535 - accuracy: 0.9656
2024-12-07 01:03:03.962307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 2.1010 - accuracy: 0.9665
2024-12-07 01:03:04.217999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 2.0975 - accuracy: 0.9665
2024-12-07 01:03:04.469791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 2.0856 - accuracy: 0.9666
2024-12-07 01:03:04.718594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 2.0430 - accuracy: 0.9666
2024-12-07 01:03:04.968645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.9976 - accuracy: 0.9674
2024-12-07 01:03:05.219332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 2.1591 - accuracy: 0.9667
2024-12-07 01:03:05.467324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 2.2548 - accuracy: 0.9648
2024-12-07 01:03:05.712968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.3585 - accuracy: 0.9635
2024-12-07 01:03:05.958240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 2.3269 - accuracy: 0.9636
2024-12-07 01:03:06.206713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 2.2803 - accuracy: 0.9644
2024-12-07 01:03:06.458256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 2.2425 - accuracy: 0.9645
2024-12-07 01:03:06.713186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 2.1994 - accuracy: 0.9651
2024-12-07 01:03:06.970820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.2176 - accuracy: 0.9652
2024-12-07 01:03:07.226508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 2.2008 - accuracy: 0.9647
2024-12-07 01:03:07.471443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 2.2459 - accuracy: 0.9648
2024-12-07 01:03:07.714644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 2.2058 - accuracy: 0.9654
2024-12-07 01:03:08.085962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 2.1671 - accuracy: 0.9660
2024-12-07 01:03:08.377648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.1298 - accuracy: 0.9666
2024-12-07 01:03:08.614832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 2.1195 - accuracy: 0.9666
2024-12-07 01:03:08.851475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.0841 - accuracy: 0.9672
2024-12-07 01:03:09.092692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 2.0735 - accuracy: 0.9672
2024-12-07 01:03:09.332413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.0297 - accuracy: 0.9670
2024-12-07 01:03:09.570817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 23s 368ms/step - loss: 2.0297 - accuracy: 0.9670 - val_loss: 3.3804 - val_accuracy: 0.9740
Epoch 9/50
2024-12-07 01:03:16.664439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:03:17.028590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 5.0387e-05 - accuracy: 1.0000
2024-12-07 01:03:17.265859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 1.0531 - accuracy: 0.9792    
2024-12-07 01:03:17.506203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 0.7898 - accuracy: 0.9844
2024-12-07 01:03:17.749257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.7401 - accuracy: 0.9812
2024-12-07 01:03:17.990055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.6167 - accuracy: 0.9844
2024-12-07 01:03:18.232638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 1.5691 - accuracy: 0.9777
2024-12-07 01:03:18.475365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 2.2769 - accuracy: 0.9727
2024-12-07 01:03:18.741755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 2.1892 - accuracy: 0.9722
2024-12-07 01:03:18.997432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 2.0343 - accuracy: 0.9719
2024-12-07 01:03:19.249220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 1.8494 - accuracy: 0.9744
2024-12-07 01:03:19.508457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 2.0666 - accuracy: 0.9740
2024-12-07 01:03:19.759438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 1.9076 - accuracy: 0.9760
2024-12-07 01:03:20.026176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 1.7714 - accuracy: 0.9777
2024-12-07 01:03:20.292154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 1.6533 - accuracy: 0.9792
2024-12-07 01:03:20.549168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 1.5500 - accuracy: 0.9805
2024-12-07 01:03:20.829670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 1.4588 - accuracy: 0.9816
2024-12-07 01:03:21.087245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 1.3778 - accuracy: 0.9826
2024-12-07 01:03:21.348722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 1.3053 - accuracy: 0.9836
2024-12-07 01:03:21.618614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 1.2400 - accuracy: 0.9844
2024-12-07 01:03:21.927022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 1.1809 - accuracy: 0.9851
2024-12-07 01:03:22.198204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 1.2102 - accuracy: 0.9844
2024-12-07 01:03:22.458880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 1.1778 - accuracy: 0.9837
2024-12-07 01:03:22.721207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 1.1288 - accuracy: 0.9844
2024-12-07 01:03:22.966080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 1.1061 - accuracy: 0.9837 
2024-12-07 01:03:23.208666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 1.1628 - accuracy: 0.9832
2024-12-07 01:03:23.472293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 1.1197 - accuracy: 0.9838
2024-12-07 01:03:23.721375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 1.0797 - accuracy: 0.9844
2024-12-07 01:03:23.988994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 1.0432 - accuracy: 0.9849
2024-12-07 01:03:24.267007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.0084 - accuracy: 0.9854
2024-12-07 01:03:24.520726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 1.0046 - accuracy: 0.9849
2024-12-07 01:03:24.765155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 1.0874 - accuracy: 0.9834
2024-12-07 01:03:25.011511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 1.0919 - accuracy: 0.9830
2024-12-07 01:03:25.260019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 1.0598 - accuracy: 0.9835
2024-12-07 01:03:25.502525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 1.0877 - accuracy: 0.9830
2024-12-07 01:03:25.750144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 1.0575 - accuracy: 0.9835
2024-12-07 01:03:26.000050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.1175 - accuracy: 0.9831
2024-12-07 01:03:26.252886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 1.0881 - accuracy: 0.9836
2024-12-07 01:03:26.495164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 1.0602 - accuracy: 0.9840
2024-12-07 01:03:26.741674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.0337 - accuracy: 0.9844
2024-12-07 01:03:27.049401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.1982 - accuracy: 0.9832
2024-12-07 01:03:27.321797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.1982 - accuracy: 0.9829
2024-12-07 01:03:27.579598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 1.2759 - accuracy: 0.9818
2024-12-07 01:03:27.829488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 1.2469 - accuracy: 0.9822
2024-12-07 01:03:28.079273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.2192 - accuracy: 0.9826
2024-12-07 01:03:28.324468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.2592 - accuracy: 0.9823
2024-12-07 01:03:28.577928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 1.4216 - accuracy: 0.9820
2024-12-07 01:03:28.819158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.4552 - accuracy: 0.9811
2024-12-07 01:03:29.060419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.4566 - accuracy: 0.9809
2024-12-07 01:03:29.307912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.4453 - accuracy: 0.9800
2024-12-07 01:03:29.601426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 1.4170 - accuracy: 0.9804
2024-12-07 01:03:29.880191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.3963 - accuracy: 0.9802
2024-12-07 01:03:30.155205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.4191 - accuracy: 0.9794
2024-12-07 01:03:30.428246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.5236 - accuracy: 0.9780
2024-12-07 01:03:30.678217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.4959 - accuracy: 0.9784
2024-12-07 01:03:30.941855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.4692 - accuracy: 0.9788
2024-12-07 01:03:31.212780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.4462 - accuracy: 0.9786
2024-12-07 01:03:31.466792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.4212 - accuracy: 0.9790
2024-12-07 01:03:31.793503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 1.4879 - accuracy: 0.9788
2024-12-07 01:03:32.048442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.4631 - accuracy: 0.9792
2024-12-07 01:03:32.282166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.4391 - accuracy: 0.9795
2024-12-07 01:03:32.525695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.4046 - accuracy: 0.9800
2024-12-07 01:03:32.763895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 26s 410ms/step - loss: 1.4046 - accuracy: 0.9800 - val_loss: 2.1056 - val_accuracy: 0.9770
Epoch 10/50
2024-12-07 01:03:42.472996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:03:42.785952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.4697 - accuracy: 0.9844    
2024-12-07 01:03:43.008651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 2.1181 - accuracy: 0.9688
2024-12-07 01:03:43.227454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 3.4763 - accuracy: 0.9531
2024-12-07 01:03:43.448319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 2.7810 - accuracy: 0.9625
2024-12-07 01:03:43.674754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 2.3175 - accuracy: 0.9688
2024-12-07 01:03:43.902563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 2.3680 - accuracy: 0.9643
2024-12-07 01:03:44.132898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 2.0798 - accuracy: 0.9648
2024-12-07 01:03:44.361649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 1.9239 - accuracy: 0.9653
2024-12-07 01:03:44.590028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 1.7315 - accuracy: 0.9688
2024-12-07 01:03:44.823049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 1.8514 - accuracy: 0.9631
2024-12-07 01:03:45.054579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 1.6971 - accuracy: 0.9661
2024-12-07 01:03:45.288114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 1.6529 - accuracy: 0.9663
2024-12-07 01:03:45.523745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 1.7205 - accuracy: 0.9643
2024-12-07 01:03:45.760726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 1.6234 - accuracy: 0.9646
2024-12-07 01:03:45.995275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 1.9787 - accuracy: 0.9648
2024-12-07 01:03:46.237736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 1.9329 - accuracy: 0.9651
2024-12-07 01:03:46.479691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 1.8255 - accuracy: 0.9670
2024-12-07 01:03:46.796213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 1.7294 - accuracy: 0.9688
2024-12-07 01:03:47.035370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 1.6430 - accuracy: 0.9703
2024-12-07 01:03:47.291893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 1.6096 - accuracy: 0.9702 
2024-12-07 01:03:47.530508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 1.5367 - accuracy: 0.9716
2024-12-07 01:03:47.796827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 1.7852 - accuracy: 0.9701
2024-12-07 01:03:48.066529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 1.7108 - accuracy: 0.9714
2024-12-07 01:03:48.342914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 1.6723 - accuracy: 0.9712
2024-12-07 01:03:48.592530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 1.6781 - accuracy: 0.9700
2024-12-07 01:03:48.857504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 1.6160 - accuracy: 0.9711
2024-12-07 01:03:49.100427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 1.7479 - accuracy: 0.9699
2024-12-07 01:03:49.353364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 1.6876 - accuracy: 0.9709
2024-12-07 01:03:49.612671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.6314 - accuracy: 0.9719
2024-12-07 01:03:49.867556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 1.5787 - accuracy: 0.9728
2024-12-07 01:03:50.121828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 1.5294 - accuracy: 0.9736
2024-12-07 01:03:50.382824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 1.4831 - accuracy: 0.9744
2024-12-07 01:03:50.630930: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 1.4640 - accuracy: 0.9733
2024-12-07 01:03:50.899847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 1.4222 - accuracy: 0.9741
2024-12-07 01:03:51.147559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 1.4299 - accuracy: 0.9740
2024-12-07 01:03:51.497100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.3912 - accuracy: 0.9747
2024-12-07 01:03:51.744531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 1.4289 - accuracy: 0.9745
2024-12-07 01:03:51.999617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 1.4840 - accuracy: 0.9736
2024-12-07 01:03:52.251734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.4469 - accuracy: 0.9742
2024-12-07 01:03:52.501550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.5075 - accuracy: 0.9741
2024-12-07 01:03:52.752269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.5567 - accuracy: 0.9740
2024-12-07 01:03:53.002956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 1.7603 - accuracy: 0.9724
2024-12-07 01:03:53.250830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 1.7607 - accuracy: 0.9723
2024-12-07 01:03:53.502967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.7980 - accuracy: 0.9715
2024-12-07 01:03:53.747332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.7589 - accuracy: 0.9721
2024-12-07 01:03:54.011191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 1.7215 - accuracy: 0.9727
2024-12-07 01:03:54.264992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.7107 - accuracy: 0.9727
2024-12-07 01:03:54.511255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.7157 - accuracy: 0.9726
2024-12-07 01:03:54.759409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.7443 - accuracy: 0.9719
2024-12-07 01:03:55.006631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 1.7101 - accuracy: 0.9724
2024-12-07 01:03:55.262331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.6772 - accuracy: 0.9730
2024-12-07 01:03:55.596304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.6543 - accuracy: 0.9729
2024-12-07 01:03:55.847541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.6955 - accuracy: 0.9728
2024-12-07 01:03:56.097114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.8308 - accuracy: 0.9722
2024-12-07 01:03:56.346247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.9695 - accuracy: 0.9715
2024-12-07 01:03:56.597213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.9350 - accuracy: 0.9720
2024-12-07 01:03:56.843520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.0374 - accuracy: 0.9704
2024-12-07 01:03:57.094823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 2.0580 - accuracy: 0.9703
2024-12-07 01:03:57.339741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.0237 - accuracy: 0.9708
2024-12-07 01:03:57.593041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.9906 - accuracy: 0.9713
2024-12-07 01:03:57.839303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.9824 - accuracy: 0.9715
2024-12-07 01:03:58.085927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 23s 364ms/step - loss: 1.9824 - accuracy: 0.9715 - val_loss: 2.8482 - val_accuracy: 0.9720
Epoch 11/50
2024-12-07 01:04:05.358652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 21s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-07 01:04:05.709263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 2.5030 - accuracy: 0.9688    
2024-12-07 01:04:05.970132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.6687 - accuracy: 0.9792
2024-12-07 01:04:06.222971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.2630 - accuracy: 0.9766
2024-12-07 01:04:06.482377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.0104 - accuracy: 0.9812
2024-12-07 01:04:06.747895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.9155 - accuracy: 0.9792
2024-12-07 01:04:07.054506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.7847 - accuracy: 0.9821
2024-12-07 01:04:07.330552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 0.8344 - accuracy: 0.9766
2024-12-07 01:04:07.613270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 0.7417 - accuracy: 0.9792
2024-12-07 01:04:07.896352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.7522 - accuracy: 0.9781
2024-12-07 01:04:08.168566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.8564 - accuracy: 0.9773
2024-12-07 01:04:08.427172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.8634 - accuracy: 0.9766
2024-12-07 01:04:08.682929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.7970 - accuracy: 0.9784
2024-12-07 01:04:09.022891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.8668 - accuracy: 0.9754
2024-12-07 01:04:09.289528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.8575 - accuracy: 0.9750
2024-12-07 01:04:09.544271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.9450 - accuracy: 0.9746
2024-12-07 01:04:09.804382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 1.2477 - accuracy: 0.9706
2024-12-07 01:04:10.060846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 1.2200 - accuracy: 0.9705
2024-12-07 01:04:10.315697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 1.3203 - accuracy: 0.9688
2024-12-07 01:04:10.563069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 1.2699 - accuracy: 0.9688
2024-12-07 01:04:10.816220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 1.2094 - accuracy: 0.9702
2024-12-07 01:04:11.064730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 1.3449 - accuracy: 0.9702
2024-12-07 01:04:11.313300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 1.2864 - accuracy: 0.9715
2024-12-07 01:04:11.560978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 1.3949 - accuracy: 0.9688
2024-12-07 01:04:11.808852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 1.3391 - accuracy: 0.9700
2024-12-07 01:04:12.056710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 1.2876 - accuracy: 0.9712 
2024-12-07 01:04:12.309614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 1.2399 - accuracy: 0.9722
2024-12-07 01:04:12.566379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 1.1956 - accuracy: 0.9732
2024-12-07 01:04:12.827572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 1.1767 - accuracy: 0.9731
2024-12-07 01:04:13.114935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.1375 - accuracy: 0.9740
2024-12-07 01:04:13.371711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 1.1008 - accuracy: 0.9748
2024-12-07 01:04:13.622308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 1.0664 - accuracy: 0.9756
2024-12-07 01:04:13.877268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 1.3636 - accuracy: 0.9744
2024-12-07 01:04:14.133029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 1.3472 - accuracy: 0.9743
2024-12-07 01:04:14.396467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 1.3888 - accuracy: 0.9732
2024-12-07 01:04:14.668231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 1.3888 - accuracy: 0.9731
2024-12-07 01:04:14.947167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.4713 - accuracy: 0.9730
2024-12-07 01:04:15.233506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 1.4331 - accuracy: 0.9737
2024-12-07 01:04:15.514492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 1.4383 - accuracy: 0.9736
2024-12-07 01:04:15.792271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 1.4023 - accuracy: 0.9742
2024-12-07 01:04:16.069543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.3948 - accuracy: 0.9741
2024-12-07 01:04:16.339580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.3616 - accuracy: 0.9747
2024-12-07 01:04:16.610453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 1.3565 - accuracy: 0.9746
2024-12-07 01:04:16.873616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 1.3256 - accuracy: 0.9751
2024-12-07 01:04:17.134370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.3198 - accuracy: 0.9743
2024-12-07 01:04:17.388234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.4034 - accuracy: 0.9735
2024-12-07 01:04:17.724147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 1.3749 - accuracy: 0.9734
2024-12-07 01:04:17.980840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 1.3985 - accuracy: 0.9733
2024-12-07 01:04:18.233878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.3700 - accuracy: 0.9739
2024-12-07 01:04:18.494531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.3426 - accuracy: 0.9744
2024-12-07 01:04:18.757231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 1.3942 - accuracy: 0.9737
2024-12-07 01:04:19.023379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.3674 - accuracy: 0.9742
2024-12-07 01:04:19.294394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.4723 - accuracy: 0.9741
2024-12-07 01:04:19.562089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.4768 - accuracy: 0.9740
2024-12-07 01:04:19.827804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.5422 - accuracy: 0.9733
2024-12-07 01:04:20.106213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.5334 - accuracy: 0.9732
2024-12-07 01:04:20.382918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.5242 - accuracy: 0.9731
2024-12-07 01:04:20.657358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.5218 - accuracy: 0.9731
2024-12-07 01:04:20.937070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 1.4960 - accuracy: 0.9735
2024-12-07 01:04:21.214446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.4721 - accuracy: 0.9734
2024-12-07 01:04:21.567528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.4745 - accuracy: 0.9728
2024-12-07 01:04:21.869086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.4766 - accuracy: 0.9730
2024-12-07 01:04:22.151872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 27s 430ms/step - loss: 1.4766 - accuracy: 0.9730 - val_loss: 1.6651 - val_accuracy: 0.9770
Epoch 12/50
2024-12-07 01:04:32.388969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 1.5194 - accuracy: 0.9688
2024-12-07 01:04:32.693002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.7806 - accuracy: 0.9688
2024-12-07 01:04:32.915346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.7308 - accuracy: 0.9688
2024-12-07 01:04:33.140810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.5481 - accuracy: 0.9766
2024-12-07 01:04:33.364099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.4385 - accuracy: 0.9812
2024-12-07 01:04:33.593669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 1.2625 - accuracy: 0.9792
2024-12-07 01:04:33.829503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 1.0822 - accuracy: 0.9821
2024-12-07 01:04:34.063820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.9712 - accuracy: 0.9805
2024-12-07 01:04:34.305714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.8633 - accuracy: 0.9826
2024-12-07 01:04:34.556741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.7769 - accuracy: 0.9844
2024-12-07 01:04:34.839652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.7063 - accuracy: 0.9858
2024-12-07 01:04:35.155156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.6474 - accuracy: 0.9870
2024-12-07 01:04:35.502480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.5976 - accuracy: 0.9880
2024-12-07 01:04:35.864779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.5550 - accuracy: 0.9888
2024-12-07 01:04:36.221775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.7299 - accuracy: 0.9833
2024-12-07 01:04:36.549325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.7151 - accuracy: 0.9824
2024-12-07 01:04:36.856075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.6752 - accuracy: 0.9816
2024-12-07 01:04:37.228765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.7101 - accuracy: 0.9809
2024-12-07 01:04:37.505400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.6727 - accuracy: 0.9819
2024-12-07 01:04:37.777650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.6400 - accuracy: 0.9828
2024-12-07 01:04:38.048922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.6630 - accuracy: 0.9821
2024-12-07 01:04:38.313812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.7427 - accuracy: 0.9815
2024-12-07 01:04:38.574529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.7105 - accuracy: 0.9823
2024-12-07 01:04:38.838330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.6809 - accuracy: 0.9831
2024-12-07 01:04:39.106323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.6537 - accuracy: 0.9837
2024-12-07 01:04:39.375362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.8276 - accuracy: 0.9820
2024-12-07 01:04:39.645286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.8071 - accuracy: 0.9815 
2024-12-07 01:04:39.915018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.7783 - accuracy: 0.9821
2024-12-07 01:04:40.187541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.7791 - accuracy: 0.9817
2024-12-07 01:04:40.465010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.8437 - accuracy: 0.9812
2024-12-07 01:04:40.742809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.8165 - accuracy: 0.9819
2024-12-07 01:04:41.029011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.7910 - accuracy: 0.9824
2024-12-07 01:04:41.323321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.8137 - accuracy: 0.9820
2024-12-07 01:04:41.608368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.7898 - accuracy: 0.9825
2024-12-07 01:04:41.921915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.8553 - accuracy: 0.9821
2024-12-07 01:04:42.234445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 1.0044 - accuracy: 0.9809
2024-12-07 01:04:42.516440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.9775 - accuracy: 0.9814
2024-12-07 01:04:42.799240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 1.1093 - accuracy: 0.9794
2024-12-07 01:04:43.080382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 1.0808 - accuracy: 0.9800
2024-12-07 01:04:43.357352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 1.0538 - accuracy: 0.9805
2024-12-07 01:04:43.635904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 1.0926 - accuracy: 0.9802
2024-12-07 01:04:43.908415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.0666 - accuracy: 0.9807
2024-12-07 01:04:44.184534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 1.1175 - accuracy: 0.9804
2024-12-07 01:04:44.457688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 1.0921 - accuracy: 0.9808
2024-12-07 01:04:44.735602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 1.0678 - accuracy: 0.9812
2024-12-07 01:04:45.004316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.0722 - accuracy: 0.9803
2024-12-07 01:04:45.280861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 1.0895 - accuracy: 0.9794
2024-12-07 01:04:45.553938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 1.0668 - accuracy: 0.9798
2024-12-07 01:04:45.825810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.0451 - accuracy: 0.9802
2024-12-07 01:04:46.102676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.0242 - accuracy: 0.9806
2024-12-07 01:04:46.382216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 1.1140 - accuracy: 0.9792
2024-12-07 01:04:46.664772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 1.4463 - accuracy: 0.9772
2024-12-07 01:04:46.972063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.4340 - accuracy: 0.9770
2024-12-07 01:04:47.282529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.4111 - accuracy: 0.9769
2024-12-07 01:04:47.564634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.3855 - accuracy: 0.9773
2024-12-07 01:04:47.846293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.3607 - accuracy: 0.9777
2024-12-07 01:04:48.122782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.3842 - accuracy: 0.9770
2024-12-07 01:04:48.402820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.3604 - accuracy: 0.9774
2024-12-07 01:04:48.682055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 1.3373 - accuracy: 0.9778
2024-12-07 01:04:48.955831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.3549 - accuracy: 0.9771
2024-12-07 01:04:49.227305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.3495 - accuracy: 0.9769
2024-12-07 01:04:49.505553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.3171 - accuracy: 0.9775
2024-12-07 01:04:49.778170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 403ms/step - loss: 1.3171 - accuracy: 0.9775 - val_loss: 1.7649 - val_accuracy: 0.9760
Epoch 13/50
2024-12-07 01:04:57.707801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.9102 - accuracy: 0.9688
2024-12-07 01:04:58.031234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 1.6331 - accuracy: 0.9688
2024-12-07 01:04:58.298981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 1.0887 - accuracy: 0.9792
2024-12-07 01:04:58.569532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.8200 - accuracy: 0.9844
2024-12-07 01:04:58.847010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.0250 - accuracy: 0.9750
2024-12-07 01:04:59.130222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 1.1854 - accuracy: 0.9740
2024-12-07 01:04:59.414532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 1.0161 - accuracy: 0.9777
2024-12-07 01:04:59.701794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.8891 - accuracy: 0.9805
2024-12-07 01:04:59.996132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.7903 - accuracy: 0.9826
2024-12-07 01:05:00.288095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.7113 - accuracy: 0.9844
2024-12-07 01:05:00.571798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.6466 - accuracy: 0.9858
2024-12-07 01:05:00.860539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.7248 - accuracy: 0.9844
2024-12-07 01:05:01.138443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.7809 - accuracy: 0.9832
2024-12-07 01:05:01.416684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.8319 - accuracy: 0.9799
2024-12-07 01:05:01.693689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.7883 - accuracy: 0.9792
2024-12-07 01:05:01.963701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.7391 - accuracy: 0.9805
2024-12-07 01:05:02.231050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.6956 - accuracy: 0.9816
2024-12-07 01:05:02.499691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.6570 - accuracy: 0.9826
2024-12-07 01:05:02.764192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.7094 - accuracy: 0.9819
2024-12-07 01:05:03.030779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.6739 - accuracy: 0.9828
2024-12-07 01:05:03.376570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.6418 - accuracy: 0.9836
2024-12-07 01:05:03.648714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.6127 - accuracy: 0.9844
2024-12-07 01:05:03.920970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.5860 - accuracy: 0.9851
2024-12-07 01:05:04.196988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.5616 - accuracy: 0.9857
2024-12-07 01:05:04.466890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.5515 - accuracy: 0.9850
2024-12-07 01:05:04.735699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5303 - accuracy: 0.9856
2024-12-07 01:05:05.006427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.8251 - accuracy: 0.9826
2024-12-07 01:05:05.279949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.8026 - accuracy: 0.9821 
2024-12-07 01:05:05.550543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.9759 - accuracy: 0.9806
2024-12-07 01:05:05.828175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.9486 - accuracy: 0.9802
2024-12-07 01:05:06.096938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.9180 - accuracy: 0.9808
2024-12-07 01:05:06.371272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.8894 - accuracy: 0.9814
2024-12-07 01:05:06.639259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.8624 - accuracy: 0.9820
2024-12-07 01:05:06.953462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.9007 - accuracy: 0.9816
2024-12-07 01:05:07.238681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.9516 - accuracy: 0.9812
2024-12-07 01:05:07.518138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.9252 - accuracy: 0.9818
2024-12-07 01:05:07.792570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.9002 - accuracy: 0.9823
2024-12-07 01:05:08.065079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.8765 - accuracy: 0.9827
2024-12-07 01:05:08.340875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.9084 - accuracy: 0.9824
2024-12-07 01:05:08.610313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.8857 - accuracy: 0.9828
2024-12-07 01:05:08.877484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.8658 - accuracy: 0.9825
2024-12-07 01:05:09.149605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.8580 - accuracy: 0.9821
2024-12-07 01:05:09.417852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.9039 - accuracy: 0.9811
2024-12-07 01:05:09.686243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.8913 - accuracy: 0.9808
2024-12-07 01:05:09.952850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.9390 - accuracy: 0.9806
2024-12-07 01:05:10.219037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.9186 - accuracy: 0.9810
2024-12-07 01:05:10.485547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.8990 - accuracy: 0.9814
2024-12-07 01:05:10.754554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.8803 - accuracy: 0.9818
2024-12-07 01:05:11.027914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.8623 - accuracy: 0.9821
2024-12-07 01:05:11.298159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.8563 - accuracy: 0.9812
2024-12-07 01:05:11.639218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.8637 - accuracy: 0.9810
2024-12-07 01:05:11.913144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.8471 - accuracy: 0.9814
2024-12-07 01:05:12.181904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.8311 - accuracy: 0.9817
2024-12-07 01:05:12.453817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.8778 - accuracy: 0.9815
2024-12-07 01:05:12.720272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.8619 - accuracy: 0.9818
2024-12-07 01:05:12.990059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.9233 - accuracy: 0.9816
2024-12-07 01:05:13.258080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.9092 - accuracy: 0.9814
2024-12-07 01:05:13.526227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.9258 - accuracy: 0.9811
2024-12-07 01:05:13.789224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.9101 - accuracy: 0.9815
2024-12-07 01:05:14.052485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.8950 - accuracy: 0.9818
2024-12-07 01:05:14.307768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.8804 - accuracy: 0.9821
2024-12-07 01:05:14.567373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.8705 - accuracy: 0.9820
2024-12-07 01:05:14.825475: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 396ms/step - loss: 0.8705 - accuracy: 0.9820 - val_loss: 1.8967 - val_accuracy: 0.9760
Epoch 14/50
2024-12-07 01:05:22.566526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.8626e-08 - accuracy: 1.0000
2024-12-07 01:05:22.879232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 1.1748 - accuracy: 0.9844    
2024-12-07 01:05:23.134423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.0643 - accuracy: 0.9792
2024-12-07 01:05:23.391799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 0.8252 - accuracy: 0.9766
2024-12-07 01:05:23.669552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.7204 - accuracy: 0.9750
2024-12-07 01:05:23.940066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 1.0674 - accuracy: 0.9740
2024-12-07 01:05:24.212662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 1.1728 - accuracy: 0.9732
2024-12-07 01:05:24.481883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 1.1616 - accuracy: 0.9727
2024-12-07 01:05:24.754815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 1.3580 - accuracy: 0.9722
2024-12-07 01:05:25.028759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 1.2557 - accuracy: 0.9719
2024-12-07 01:05:25.303511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 1.1442 - accuracy: 0.9716
2024-12-07 01:05:25.574062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 1.0695 - accuracy: 0.9714
2024-12-07 01:05:25.842655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 1.2222 - accuracy: 0.9663
2024-12-07 01:05:26.112521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 1.4279 - accuracy: 0.9643
2024-12-07 01:05:26.380854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 1.3327 - accuracy: 0.9667
2024-12-07 01:05:26.645417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 1.2792 - accuracy: 0.9668
2024-12-07 01:05:26.907136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 1.3118 - accuracy: 0.9669
2024-12-07 01:05:27.254734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 1.2985 - accuracy: 0.9670
2024-12-07 01:05:27.516070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 1.2302 - accuracy: 0.9688
2024-12-07 01:05:27.779628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 1.1687 - accuracy: 0.9703
2024-12-07 01:05:28.035676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 1.1130 - accuracy: 0.9717
2024-12-07 01:05:28.292047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 1.0676 - accuracy: 0.9716
2024-12-07 01:05:28.549313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 1.1915 - accuracy: 0.9701
2024-12-07 01:05:28.811355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 1.2446 - accuracy: 0.9688
2024-12-07 01:05:29.070830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 1.1948 - accuracy: 0.9700
2024-12-07 01:05:29.333446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 1.1711 - accuracy: 0.9688 
2024-12-07 01:05:29.593226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 1.1521 - accuracy: 0.9688
2024-12-07 01:05:29.860776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 1.2565 - accuracy: 0.9676
2024-12-07 01:05:30.121849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 1.2131 - accuracy: 0.9688
2024-12-07 01:05:30.388294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.1727 - accuracy: 0.9698
2024-12-07 01:05:30.655322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 1.1349 - accuracy: 0.9708
2024-12-07 01:05:30.920490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 1.1091 - accuracy: 0.9707
2024-12-07 01:05:31.187704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 1.1375 - accuracy: 0.9706
2024-12-07 01:05:31.492405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 1.1476 - accuracy: 0.9697
2024-12-07 01:05:31.763709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 1.1148 - accuracy: 0.9705
2024-12-07 01:05:32.023381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 1.0904 - accuracy: 0.9705
2024-12-07 01:05:32.287735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.0609 - accuracy: 0.9713
2024-12-07 01:05:32.555669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 1.0330 - accuracy: 0.9720
2024-12-07 01:05:32.820738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 1.0826 - accuracy: 0.9712
2024-12-07 01:05:33.085214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 1.1821 - accuracy: 0.9703
2024-12-07 01:05:33.345108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.2326 - accuracy: 0.9703
2024-12-07 01:05:33.607807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.3100 - accuracy: 0.9695
2024-12-07 01:05:33.866958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 1.3520 - accuracy: 0.9695
2024-12-07 01:05:34.125313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 1.3633 - accuracy: 0.9688
2024-12-07 01:05:34.388584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.3331 - accuracy: 0.9694
2024-12-07 01:05:34.655601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.3041 - accuracy: 0.9701
2024-12-07 01:05:34.921172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 1.2764 - accuracy: 0.9707
2024-12-07 01:05:35.188393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 1.2955 - accuracy: 0.9701
2024-12-07 01:05:35.452744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.2835 - accuracy: 0.9700
2024-12-07 01:05:35.784503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.2578 - accuracy: 0.9706
2024-12-07 01:05:36.044210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 1.2399 - accuracy: 0.9706
2024-12-07 01:05:36.305866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.2163 - accuracy: 0.9712
2024-12-07 01:05:36.568058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.2452 - accuracy: 0.9705
2024-12-07 01:05:36.833650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.2480 - accuracy: 0.9699
2024-12-07 01:05:37.093114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.2887 - accuracy: 0.9688
2024-12-07 01:05:37.354364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.2987 - accuracy: 0.9688
2024-12-07 01:05:37.614501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.2878 - accuracy: 0.9688
2024-12-07 01:05:37.871627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.2840 - accuracy: 0.9688
2024-12-07 01:05:38.129076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 1.3137 - accuracy: 0.9688
2024-12-07 01:05:38.381940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.3119 - accuracy: 0.9688
2024-12-07 01:05:38.634613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.2904 - accuracy: 0.9693
2024-12-07 01:05:38.890246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.2594 - accuracy: 0.9700
2024-12-07 01:05:39.148898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 26s 412ms/step - loss: 1.2594 - accuracy: 0.9700 - val_loss: 1.1325 - val_accuracy: 0.9820
Epoch 15/50
2024-12-07 01:05:48.429493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 2.1049 - accuracy: 0.9375
2024-12-07 01:05:48.734469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 1.0525 - accuracy: 0.9688
2024-12-07 01:05:48.953204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.7028 - accuracy: 0.9792
2024-12-07 01:05:49.179580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.5527 - accuracy: 0.9766
2024-12-07 01:05:49.403352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.4964 - accuracy: 0.9750
2024-12-07 01:05:49.632794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.4440 - accuracy: 0.9740
2024-12-07 01:05:49.863950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.4114 - accuracy: 0.9732
2024-12-07 01:05:50.097108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.3600 - accuracy: 0.9766
2024-12-07 01:05:50.327956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.6141 - accuracy: 0.9757
2024-12-07 01:05:50.571936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.5527 - accuracy: 0.9781
2024-12-07 01:05:50.827590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.5025 - accuracy: 0.9801
2024-12-07 01:05:51.099558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.6054 - accuracy: 0.9740
2024-12-07 01:05:51.382755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 0.5993 - accuracy: 0.9736
2024-12-07 01:05:51.698080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 0.6275 - accuracy: 0.9710
2024-12-07 01:05:52.029885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 0.6336 - accuracy: 0.9688
2024-12-07 01:05:52.376698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.7470 - accuracy: 0.9668
2024-12-07 01:05:52.710611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.8288 - accuracy: 0.9651
2024-12-07 01:05:53.012923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.8608 - accuracy: 0.9653
2024-12-07 01:05:53.300366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 0.8155 - accuracy: 0.9671
2024-12-07 01:05:53.573695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.7930 - accuracy: 0.9672
2024-12-07 01:05:53.839997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.8231 - accuracy: 0.9658
2024-12-07 01:05:54.096364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 0.9082 - accuracy: 0.9659
2024-12-07 01:05:54.350035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.8903 - accuracy: 0.9660
2024-12-07 01:05:54.603271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.8860 - accuracy: 0.9661
2024-12-07 01:05:54.855516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.8662 - accuracy: 0.9663
2024-12-07 01:05:55.109755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 0.8328 - accuracy: 0.9675 
2024-12-07 01:05:55.369987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.8021 - accuracy: 0.9688
2024-12-07 01:05:55.621934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.7735 - accuracy: 0.9699
2024-12-07 01:05:55.878627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.7468 - accuracy: 0.9709
2024-12-07 01:05:56.184765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.7219 - accuracy: 0.9719
2024-12-07 01:05:56.457383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.7809 - accuracy: 0.9718
2024-12-07 01:05:56.728512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.7715 - accuracy: 0.9717
2024-12-07 01:05:57.005164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.7481 - accuracy: 0.9725
2024-12-07 01:05:57.278911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.7261 - accuracy: 0.9733
2024-12-07 01:05:57.553864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.7054 - accuracy: 0.9741
2024-12-07 01:05:57.824260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6883 - accuracy: 0.9740
2024-12-07 01:05:58.093985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.6697 - accuracy: 0.9747
2024-12-07 01:05:58.363267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.6554 - accuracy: 0.9745
2024-12-07 01:05:58.631867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.6639 - accuracy: 0.9744
2024-12-07 01:05:58.900345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.7031 - accuracy: 0.9734
2024-12-07 01:05:59.168311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.6859 - accuracy: 0.9741
2024-12-07 01:05:59.433284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.6699 - accuracy: 0.9747
2024-12-07 01:05:59.694428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.6543 - accuracy: 0.9753
2024-12-07 01:05:59.953793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6739 - accuracy: 0.9751
2024-12-07 01:06:00.218327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.6695 - accuracy: 0.9750
2024-12-07 01:06:00.477637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.6550 - accuracy: 0.9755
2024-12-07 01:06:00.806497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.6788 - accuracy: 0.9754
2024-12-07 01:06:01.074504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.6947 - accuracy: 0.9746
2024-12-07 01:06:01.339971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.7921 - accuracy: 0.9739
2024-12-07 01:06:01.607538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.9409 - accuracy: 0.9725
2024-12-07 01:06:01.874957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.9532 - accuracy: 0.9724
2024-12-07 01:06:02.145035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.9390 - accuracy: 0.9724
2024-12-07 01:06:02.410161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.9213 - accuracy: 0.9729
2024-12-07 01:06:02.674772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.9042 - accuracy: 0.9734
2024-12-07 01:06:02.937385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.9138 - accuracy: 0.9733
2024-12-07 01:06:03.200703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.8975 - accuracy: 0.9738
2024-12-07 01:06:03.455045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.9330 - accuracy: 0.9731
2024-12-07 01:06:03.714571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.9170 - accuracy: 0.9736
2024-12-07 01:06:03.973915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.9158 - accuracy: 0.9730
2024-12-07 01:06:04.235626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.9479 - accuracy: 0.9729
2024-12-07 01:06:04.511831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.9338 - accuracy: 0.9728
2024-12-07 01:06:04.775219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.9423 - accuracy: 0.9730
2024-12-07 01:06:05.041151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 26s 414ms/step - loss: 0.9423 - accuracy: 0.9730 - val_loss: 0.9928 - val_accuracy: 0.9850
Epoch 16/50
2024-12-07 01:06:14.420327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:06:14.726090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.8931 - accuracy: 0.9531    
2024-12-07 01:06:14.951546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.5954 - accuracy: 0.9688
2024-12-07 01:06:15.184622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 1.0870 - accuracy: 0.9531
2024-12-07 01:06:15.409717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.8696 - accuracy: 0.9625
2024-12-07 01:06:15.646358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 1.0798 - accuracy: 0.9583
2024-12-07 01:06:15.888714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.9255 - accuracy: 0.9643
2024-12-07 01:06:16.123459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.8098 - accuracy: 0.9688
2024-12-07 01:06:16.365727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.7199 - accuracy: 0.9722
2024-12-07 01:06:16.617609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.6479 - accuracy: 0.9750
2024-12-07 01:06:16.879617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.5890 - accuracy: 0.9773
2024-12-07 01:06:17.167632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.5399 - accuracy: 0.9792
2024-12-07 01:06:17.485130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.8004 - accuracy: 0.9760
2024-12-07 01:06:17.871675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.7855 - accuracy: 0.9754
2024-12-07 01:06:18.217675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.7332 - accuracy: 0.9771
2024-12-07 01:06:18.543809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.6873 - accuracy: 0.9785
2024-12-07 01:06:18.858031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.6469 - accuracy: 0.9798
2024-12-07 01:06:19.150732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.6110 - accuracy: 0.9809
2024-12-07 01:06:19.433553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.5788 - accuracy: 0.9819
2024-12-07 01:06:19.701607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.5499 - accuracy: 0.9828
2024-12-07 01:06:19.963233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.6208 - accuracy: 0.9821
2024-12-07 01:06:20.222937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.6284 - accuracy: 0.9815
2024-12-07 01:06:20.490585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.6334 - accuracy: 0.9810
2024-12-07 01:06:20.749210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.6070 - accuracy: 0.9818
2024-12-07 01:06:21.003196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.5827 - accuracy: 0.9825
2024-12-07 01:06:21.263908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5866 - accuracy: 0.9820
2024-12-07 01:06:21.520780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.6795 - accuracy: 0.9803 
2024-12-07 01:06:21.831465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.7025 - accuracy: 0.9788
2024-12-07 01:06:22.114204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.7085 - accuracy: 0.9784
2024-12-07 01:06:22.384816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.6849 - accuracy: 0.9792
2024-12-07 01:06:22.657805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.6649 - accuracy: 0.9788
2024-12-07 01:06:22.931239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.6442 - accuracy: 0.9795
2024-12-07 01:06:23.209567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6246 - accuracy: 0.9801
2024-12-07 01:06:23.488657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.6726 - accuracy: 0.9761
2024-12-07 01:06:23.770999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.7810 - accuracy: 0.9750
2024-12-07 01:06:24.052246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.7593 - accuracy: 0.9757
2024-12-07 01:06:24.324707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.7388 - accuracy: 0.9764
2024-12-07 01:06:24.601869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.7476 - accuracy: 0.9762
2024-12-07 01:06:24.877640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.7487 - accuracy: 0.9760
2024-12-07 01:06:25.148667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.8580 - accuracy: 0.9750
2024-12-07 01:06:25.423333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.8645 - accuracy: 0.9748
2024-12-07 01:06:25.700200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.8440 - accuracy: 0.9754
2024-12-07 01:06:25.996327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.8432 - accuracy: 0.9753
2024-12-07 01:06:26.277304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.8241 - accuracy: 0.9759
2024-12-07 01:06:26.559530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.8465 - accuracy: 0.9757
2024-12-07 01:06:26.842376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.8569 - accuracy: 0.9755
2024-12-07 01:06:27.126274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.8771 - accuracy: 0.9747
2024-12-07 01:06:27.405675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.8588 - accuracy: 0.9753
2024-12-07 01:06:27.683333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.8413 - accuracy: 0.9758
2024-12-07 01:06:27.960002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.8528 - accuracy: 0.9756
2024-12-07 01:06:28.236470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.8485 - accuracy: 0.9755
2024-12-07 01:06:28.506739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.8322 - accuracy: 0.9760
2024-12-07 01:06:28.777618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.8305 - accuracy: 0.9758
2024-12-07 01:06:29.050320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.8151 - accuracy: 0.9763
2024-12-07 01:06:29.358131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.8463 - accuracy: 0.9756
2024-12-07 01:06:29.642956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.8377 - accuracy: 0.9754
2024-12-07 01:06:29.919412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.8308 - accuracy: 0.9753
2024-12-07 01:06:30.190143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.8660 - accuracy: 0.9741
2024-12-07 01:06:30.466295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.8637 - accuracy: 0.9740
2024-12-07 01:06:30.741850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.9018 - accuracy: 0.9729
2024-12-07 01:06:31.018746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.9150 - accuracy: 0.9723
2024-12-07 01:06:31.286258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.8934 - accuracy: 0.9725
2024-12-07 01:06:31.548620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 396ms/step - loss: 0.8934 - accuracy: 0.9725 - val_loss: 1.4200 - val_accuracy: 0.9810
Epoch 17/50
2024-12-07 01:06:39.296955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.7496 - accuracy: 0.9688
2024-12-07 01:06:39.636015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.3754 - accuracy: 0.9844
2024-12-07 01:06:39.897484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.2503 - accuracy: 0.9896
2024-12-07 01:06:40.170131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.1877 - accuracy: 0.9922
2024-12-07 01:06:40.449804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.1502 - accuracy: 0.9937
2024-12-07 01:06:40.734342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.4191 - accuracy: 0.9844
2024-12-07 01:06:41.019115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.6738 - accuracy: 0.9821
2024-12-07 01:06:41.301924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.6957 - accuracy: 0.9805
2024-12-07 01:06:41.593705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.7178 - accuracy: 0.9792
2024-12-07 01:06:41.881979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.6460 - accuracy: 0.9812
2024-12-07 01:06:42.162352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.5873 - accuracy: 0.9830
2024-12-07 01:06:42.439975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.5526 - accuracy: 0.9818
2024-12-07 01:06:42.713978: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.6604 - accuracy: 0.9808
2024-12-07 01:06:43.024241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.6133 - accuracy: 0.9821
2024-12-07 01:06:43.306851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.7254 - accuracy: 0.9812
2024-12-07 01:06:43.582765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.6801 - accuracy: 0.9824
2024-12-07 01:06:43.854019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.6401 - accuracy: 0.9835
2024-12-07 01:06:44.130979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.6046 - accuracy: 0.9844
2024-12-07 01:06:44.403367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.6381 - accuracy: 0.9836
2024-12-07 01:06:44.675120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.6062 - accuracy: 0.9844
2024-12-07 01:06:44.945681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.5773 - accuracy: 0.9851
2024-12-07 01:06:45.222980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.5511 - accuracy: 0.9858
2024-12-07 01:06:45.501579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.5651 - accuracy: 0.9851
2024-12-07 01:06:45.778644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.5416 - accuracy: 0.9857
2024-12-07 01:06:46.048852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.5200 - accuracy: 0.9862
2024-12-07 01:06:46.319628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5512 - accuracy: 0.9856
2024-12-07 01:06:46.592220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.5694 - accuracy: 0.9850
2024-12-07 01:06:46.876579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.5490 - accuracy: 0.9855 
2024-12-07 01:06:47.157747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6483 - accuracy: 0.9849
2024-12-07 01:06:47.439910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.6267 - accuracy: 0.9854
2024-12-07 01:06:47.721981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.6322 - accuracy: 0.9849
2024-12-07 01:06:47.998225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.6124 - accuracy: 0.9854
2024-12-07 01:06:48.273963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6257 - accuracy: 0.9848
2024-12-07 01:06:48.547174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6850 - accuracy: 0.9835
2024-12-07 01:06:48.818693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.6654 - accuracy: 0.9839
2024-12-07 01:06:49.092382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6534 - accuracy: 0.9835
2024-12-07 01:06:49.364264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.6357 - accuracy: 0.9840
2024-12-07 01:06:49.677087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.6262 - accuracy: 0.9836
2024-12-07 01:06:49.959255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.6101 - accuracy: 0.9840
2024-12-07 01:06:50.233802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.6002 - accuracy: 0.9836
2024-12-07 01:06:50.510457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.5913 - accuracy: 0.9832
2024-12-07 01:06:50.787192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.5929 - accuracy: 0.9829
2024-12-07 01:06:51.066505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.5849 - accuracy: 0.9826
2024-12-07 01:06:51.344317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.5880 - accuracy: 0.9815
2024-12-07 01:06:51.614944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.5801 - accuracy: 0.9812
2024-12-07 01:06:51.886760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.5697 - accuracy: 0.9810
2024-12-07 01:06:52.158467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.5576 - accuracy: 0.9814
2024-12-07 01:06:52.431792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.5493 - accuracy: 0.9811
2024-12-07 01:06:52.703804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.5381 - accuracy: 0.9815
2024-12-07 01:06:52.974782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.5273 - accuracy: 0.9819
2024-12-07 01:06:53.250504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.5223 - accuracy: 0.9816
2024-12-07 01:06:53.548853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.5122 - accuracy: 0.9820
2024-12-07 01:06:53.844732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.5026 - accuracy: 0.9823
2024-12-07 01:06:54.128337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.5154 - accuracy: 0.9821
2024-12-07 01:06:54.401822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.5205 - accuracy: 0.9818
2024-12-07 01:06:54.672726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.5112 - accuracy: 0.9821
2024-12-07 01:06:54.944756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.5449 - accuracy: 0.9819
2024-12-07 01:06:55.217404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.5356 - accuracy: 0.9822
2024-12-07 01:06:55.485766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.5292 - accuracy: 0.9820
2024-12-07 01:06:55.750105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5204 - accuracy: 0.9823
2024-12-07 01:06:56.014202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5118 - accuracy: 0.9826
2024-12-07 01:06:56.276573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.5126 - accuracy: 0.9825
2024-12-07 01:06:56.545821: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 398ms/step - loss: 0.5126 - accuracy: 0.9825 - val_loss: 1.2028 - val_accuracy: 0.9760
Epoch 18/50
2024-12-07 01:07:04.340308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:07:04.656766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:07:04.921508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:07:05.191731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 9.3328e-06 - accuracy: 1.0000
2024-12-07 01:07:05.470937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.0053 - accuracy: 0.9937    
2024-12-07 01:07:05.758824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.3145 - accuracy: 0.9896
2024-12-07 01:07:06.041519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 1.4285 - accuracy: 0.9777
2024-12-07 01:07:06.333449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 1.2500 - accuracy: 0.9805
2024-12-07 01:07:06.615561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 1.3034 - accuracy: 0.9792
2024-12-07 01:07:06.896963: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 1.3985 - accuracy: 0.9719
2024-12-07 01:07:07.173509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 1.2782 - accuracy: 0.9716
2024-12-07 01:07:07.453535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 1.1716 - accuracy: 0.9740
2024-12-07 01:07:07.730176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 1.0815 - accuracy: 0.9760
2024-12-07 01:07:08.082553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 1.0043 - accuracy: 0.9777
2024-12-07 01:07:08.364783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 1.0302 - accuracy: 0.9771
2024-12-07 01:07:08.639644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 1.1061 - accuracy: 0.9746
2024-12-07 01:07:08.915646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 1.2237 - accuracy: 0.9724
2024-12-07 01:07:09.185567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 1.1557 - accuracy: 0.9740
2024-12-07 01:07:09.462287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 1.1969 - accuracy: 0.9720
2024-12-07 01:07:09.730700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 1.1371 - accuracy: 0.9734
2024-12-07 01:07:09.997116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 1.0829 - accuracy: 0.9747
2024-12-07 01:07:10.265083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 1.1719 - accuracy: 0.9716
2024-12-07 01:07:10.531954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 1.1384 - accuracy: 0.9715
2024-12-07 01:07:10.803116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 1.0914 - accuracy: 0.9727
2024-12-07 01:07:11.112952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 1.0729 - accuracy: 0.9725
2024-12-07 01:07:11.402006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 1.0672 - accuracy: 0.9724
2024-12-07 01:07:11.678457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 1.0276 - accuracy: 0.9734
2024-12-07 01:07:11.957590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.9909 - accuracy: 0.9743 
2024-12-07 01:07:12.236868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.9809 - accuracy: 0.9741
2024-12-07 01:07:12.510754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.9482 - accuracy: 0.9750
2024-12-07 01:07:12.782587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.9176 - accuracy: 0.9758
2024-12-07 01:07:13.057513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.8893 - accuracy: 0.9766
2024-12-07 01:07:13.333852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.8945 - accuracy: 0.9763
2024-12-07 01:07:13.604540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.8681 - accuracy: 0.9770
2024-12-07 01:07:13.880783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.8433 - accuracy: 0.9777
2024-12-07 01:07:14.150204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.8683 - accuracy: 0.9766
2024-12-07 01:07:14.419831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.8448 - accuracy: 0.9772
2024-12-07 01:07:14.694328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.8544 - accuracy: 0.9770
2024-12-07 01:07:15.033770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.8523 - accuracy: 0.9768
2024-12-07 01:07:15.308294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.8310 - accuracy: 0.9773
2024-12-07 01:07:15.584508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.8107 - accuracy: 0.9779
2024-12-07 01:07:15.854895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.7914 - accuracy: 0.9784
2024-12-07 01:07:16.135509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.7730 - accuracy: 0.9789
2024-12-07 01:07:16.401629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.7554 - accuracy: 0.9794
2024-12-07 01:07:16.671671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.8042 - accuracy: 0.9785
2024-12-07 01:07:16.946033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.8532 - accuracy: 0.9769
2024-12-07 01:07:17.211505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.8351 - accuracy: 0.9774
2024-12-07 01:07:17.479885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.8716 - accuracy: 0.9772
2024-12-07 01:07:17.751318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.8538 - accuracy: 0.9777
2024-12-07 01:07:18.025519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.8582 - accuracy: 0.9775
2024-12-07 01:07:18.298941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.8720 - accuracy: 0.9773
2024-12-07 01:07:18.640183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.8552 - accuracy: 0.9778
2024-12-07 01:07:18.920530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.8391 - accuracy: 0.9782
2024-12-07 01:07:19.190367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.8293 - accuracy: 0.9780
2024-12-07 01:07:19.463805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.8142 - accuracy: 0.9784
2024-12-07 01:07:19.729816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.7999 - accuracy: 0.9788
2024-12-07 01:07:19.993899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.8083 - accuracy: 0.9781
2024-12-07 01:07:20.264801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.7944 - accuracy: 0.9784
2024-12-07 01:07:20.529271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.7828 - accuracy: 0.9783
2024-12-07 01:07:20.791698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.7697 - accuracy: 0.9786
2024-12-07 01:07:21.060540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.7583 - accuracy: 0.9785
2024-12-07 01:07:21.330061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.7401 - accuracy: 0.9790
2024-12-07 01:07:21.638330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 27s 432ms/step - loss: 0.7401 - accuracy: 0.9790 - val_loss: 0.8932 - val_accuracy: 0.9800
Epoch 19/50
2024-12-07 01:07:31.425690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.8626e-08 - accuracy: 1.0000
2024-12-07 01:07:31.738057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.8040 - accuracy: 0.9844    
2024-12-07 01:07:31.963420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.5360 - accuracy: 0.9896
2024-12-07 01:07:32.183126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.7245 - accuracy: 0.9844
2024-12-07 01:07:32.415560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.6944 - accuracy: 0.9750
2024-12-07 01:07:32.650498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 1.0015 - accuracy: 0.9688
2024-12-07 01:07:32.883386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.9486 - accuracy: 0.9688
2024-12-07 01:07:33.120539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.8542 - accuracy: 0.9688
2024-12-07 01:07:33.360742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.8496 - accuracy: 0.9688
2024-12-07 01:07:33.619155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.8687 - accuracy: 0.9688
2024-12-07 01:07:33.893992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.8814 - accuracy: 0.9688
2024-12-07 01:07:34.197683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.8485 - accuracy: 0.9661
2024-12-07 01:07:34.543424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.9041 - accuracy: 0.9663
2024-12-07 01:07:34.907397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.8395 - accuracy: 0.9688
2024-12-07 01:07:35.264285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.8971 - accuracy: 0.9688
2024-12-07 01:07:35.606205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.8529 - accuracy: 0.9688
2024-12-07 01:07:35.931781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.8125 - accuracy: 0.9688
2024-12-07 01:07:36.221037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.8357 - accuracy: 0.9688
2024-12-07 01:07:36.490810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.7917 - accuracy: 0.9704
2024-12-07 01:07:36.759466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.9135 - accuracy: 0.9672
2024-12-07 01:07:37.026710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 1.0134 - accuracy: 0.9673
2024-12-07 01:07:37.284592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.9674 - accuracy: 0.9688
2024-12-07 01:07:37.535018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.9253 - accuracy: 0.9701
2024-12-07 01:07:37.794524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.8868 - accuracy: 0.9714
2024-12-07 01:07:38.052838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.8513 - accuracy: 0.9725
2024-12-07 01:07:38.384961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.8266 - accuracy: 0.9724
2024-12-07 01:07:38.653839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.8064 - accuracy: 0.9722 
2024-12-07 01:07:38.929391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.7776 - accuracy: 0.9732
2024-12-07 01:07:39.204608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.7508 - accuracy: 0.9741
2024-12-07 01:07:39.487939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.7258 - accuracy: 0.9750
2024-12-07 01:07:39.768853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.7135 - accuracy: 0.9748
2024-12-07 01:07:40.043404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.6912 - accuracy: 0.9756
2024-12-07 01:07:40.318804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6702 - accuracy: 0.9763
2024-12-07 01:07:40.594420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6505 - accuracy: 0.9770
2024-12-07 01:07:40.870283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.7023 - accuracy: 0.9768
2024-12-07 01:07:41.145374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6951 - accuracy: 0.9748
2024-12-07 01:07:41.459763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.7042 - accuracy: 0.9747
2024-12-07 01:07:41.749780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.7224 - accuracy: 0.9737
2024-12-07 01:07:42.023464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.7039 - accuracy: 0.9744
2024-12-07 01:07:42.302310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.6907 - accuracy: 0.9742
2024-12-07 01:07:42.573601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.7362 - accuracy: 0.9741
2024-12-07 01:07:42.848177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.7924 - accuracy: 0.9732
2024-12-07 01:07:43.119578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.7959 - accuracy: 0.9731
2024-12-07 01:07:43.394488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.8523 - accuracy: 0.9723
2024-12-07 01:07:43.667680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.8334 - accuracy: 0.9729
2024-12-07 01:07:43.938559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.8392 - accuracy: 0.9728
2024-12-07 01:07:44.222036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.8765 - accuracy: 0.9721
2024-12-07 01:07:44.493121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.8582 - accuracy: 0.9727
2024-12-07 01:07:44.761588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.8407 - accuracy: 0.9732
2024-12-07 01:07:45.077206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.8239 - accuracy: 0.9737
2024-12-07 01:07:45.375798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.8551 - accuracy: 0.9730
2024-12-07 01:07:45.650376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.8387 - accuracy: 0.9736
2024-12-07 01:07:45.931132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.8229 - accuracy: 0.9741
2024-12-07 01:07:46.205935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.8076 - accuracy: 0.9745
2024-12-07 01:07:46.476835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.7930 - accuracy: 0.9750
2024-12-07 01:07:46.747515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.7788 - accuracy: 0.9754
2024-12-07 01:07:47.011997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.7651 - accuracy: 0.9759
2024-12-07 01:07:47.275486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.7519 - accuracy: 0.9763
2024-12-07 01:07:47.545160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.7392 - accuracy: 0.9767
2024-12-07 01:07:47.815553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.7461 - accuracy: 0.9766
2024-12-07 01:07:48.078695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.7431 - accuracy: 0.9764
2024-12-07 01:07:48.341312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.7457 - accuracy: 0.9760
2024-12-07 01:07:48.612300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 27s 427ms/step - loss: 0.7457 - accuracy: 0.9760 - val_loss: 0.8551 - val_accuracy: 0.9790
Epoch 20/50
2024-12-07 01:07:58.193399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:07:58.494101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 8.3444e-07 - accuracy: 1.0000
2024-12-07 01:07:58.719069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 2.2115e-05 - accuracy: 1.0000
2024-12-07 01:07:58.946342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 1.6723e-05 - accuracy: 1.0000
2024-12-07 01:07:59.180876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 1.3378e-05 - accuracy: 1.0000
2024-12-07 01:07:59.417163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 1.1149e-05 - accuracy: 1.0000
2024-12-07 01:07:59.664743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 1.3278e-05 - accuracy: 1.0000
2024-12-07 01:07:59.903449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 1.1618e-05 - accuracy: 1.0000
2024-12-07 01:08:00.161697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 1.0327e-05 - accuracy: 1.0000
2024-12-07 01:08:00.446599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 0.2121 - accuracy: 0.9969    
2024-12-07 01:08:00.755463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 13s - loss: 0.3336 - accuracy: 0.9943
2024-12-07 01:08:01.093914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.3058 - accuracy: 0.9948
2024-12-07 01:08:01.441830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.2822 - accuracy: 0.9952
2024-12-07 01:08:01.861124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.2628 - accuracy: 0.9955
2024-12-07 01:08:02.190435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.5056 - accuracy: 0.9917
2024-12-07 01:08:02.498076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.7251 - accuracy: 0.9883
2024-12-07 01:08:02.786447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.6858 - accuracy: 0.9871
2024-12-07 01:08:03.067477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.6646 - accuracy: 0.9844
2024-12-07 01:08:03.337789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.6596 - accuracy: 0.9836
2024-12-07 01:08:03.604100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.6266 - accuracy: 0.9844
2024-12-07 01:08:03.867257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.6211 - accuracy: 0.9836
2024-12-07 01:08:04.127667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.5929 - accuracy: 0.9844
2024-12-07 01:08:04.383451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.5671 - accuracy: 0.9851
2024-12-07 01:08:04.642799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.6304 - accuracy: 0.9831
2024-12-07 01:08:04.962280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.6776 - accuracy: 0.9825
2024-12-07 01:08:05.241799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.6516 - accuracy: 0.9832
2024-12-07 01:08:05.515014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.6274 - accuracy: 0.9838
2024-12-07 01:08:05.791812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.6341 - accuracy: 0.9833 
2024-12-07 01:08:06.067100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6248 - accuracy: 0.9828
2024-12-07 01:08:06.350911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.6530 - accuracy: 0.9823
2024-12-07 01:08:06.632700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.6319 - accuracy: 0.9829
2024-12-07 01:08:06.924590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.6169 - accuracy: 0.9824
2024-12-07 01:08:07.204797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6324 - accuracy: 0.9820
2024-12-07 01:08:07.496597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6138 - accuracy: 0.9825
2024-12-07 01:08:07.771601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.6440 - accuracy: 0.9821
2024-12-07 01:08:08.045244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6261 - accuracy: 0.9826
2024-12-07 01:08:08.322105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.6584 - accuracy: 0.9806
2024-12-07 01:08:08.602134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.6884 - accuracy: 0.9803
2024-12-07 01:08:08.920752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.6708 - accuracy: 0.9808
2024-12-07 01:08:09.207211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.6540 - accuracy: 0.9812
2024-12-07 01:08:09.482803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.6433 - accuracy: 0.9809
2024-12-07 01:08:09.757591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.6360 - accuracy: 0.9807
2024-12-07 01:08:10.033972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.6384 - accuracy: 0.9804
2024-12-07 01:08:10.315255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6642 - accuracy: 0.9801
2024-12-07 01:08:10.590822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.7109 - accuracy: 0.9792
2024-12-07 01:08:10.862828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.6954 - accuracy: 0.9796
2024-12-07 01:08:11.135820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.6817 - accuracy: 0.9794
2024-12-07 01:08:11.413748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.7043 - accuracy: 0.9792
2024-12-07 01:08:11.689528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.6995 - accuracy: 0.9790
2024-12-07 01:08:11.973093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.7117 - accuracy: 0.9781
2024-12-07 01:08:12.289779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6978 - accuracy: 0.9786
2024-12-07 01:08:12.585717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.6845 - accuracy: 0.9790
2024-12-07 01:08:12.870974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6915 - accuracy: 0.9788
2024-12-07 01:08:13.145014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6803 - accuracy: 0.9786
2024-12-07 01:08:13.412867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.6894 - accuracy: 0.9778
2024-12-07 01:08:13.679903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.6771 - accuracy: 0.9782
2024-12-07 01:08:13.947441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.6653 - accuracy: 0.9786
2024-12-07 01:08:14.213940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.6538 - accuracy: 0.9790
2024-12-07 01:08:14.481807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.6531 - accuracy: 0.9788
2024-12-07 01:08:14.750461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6607 - accuracy: 0.9786
2024-12-07 01:08:15.018574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6498 - accuracy: 0.9790
2024-12-07 01:08:15.291881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6342 - accuracy: 0.9795
2024-12-07 01:08:15.575611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 27s 429ms/step - loss: 0.6342 - accuracy: 0.9795 - val_loss: 0.6348 - val_accuracy: 0.9840
Epoch 21/50
2024-12-07 01:08:25.121452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-07 01:08:25.430958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 1.8626e-09 - accuracy: 1.0000
2024-12-07 01:08:25.664243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 0.3446 - accuracy: 0.9896    
2024-12-07 01:08:25.900419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.2585 - accuracy: 0.9922
2024-12-07 01:08:26.135036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.3522 - accuracy: 0.9875
2024-12-07 01:08:26.378714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.2935 - accuracy: 0.9896
2024-12-07 01:08:26.636155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.2516 - accuracy: 0.9911
2024-12-07 01:08:26.888477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.2202 - accuracy: 0.9922
2024-12-07 01:08:27.167376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 0.1957 - accuracy: 0.9931
2024-12-07 01:08:27.469352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 0.1761 - accuracy: 0.9937
2024-12-07 01:08:27.799956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.1601 - accuracy: 0.9943
2024-12-07 01:08:28.169973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.1468 - accuracy: 0.9948
2024-12-07 01:08:28.550716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.1355 - accuracy: 0.9952
2024-12-07 01:08:28.896031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.2334 - accuracy: 0.9933
2024-12-07 01:08:29.219324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.2209 - accuracy: 0.9917
2024-12-07 01:08:29.520476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.2071 - accuracy: 0.9922
2024-12-07 01:08:29.805815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.1949 - accuracy: 0.9926
2024-12-07 01:08:30.084233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.1841 - accuracy: 0.9931
2024-12-07 01:08:30.355404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.2418 - accuracy: 0.9918
2024-12-07 01:08:30.630819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.3025 - accuracy: 0.9906
2024-12-07 01:08:30.896036: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.3103 - accuracy: 0.9896
2024-12-07 01:08:31.160348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.2962 - accuracy: 0.9901
2024-12-07 01:08:31.424474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.2890 - accuracy: 0.9891
2024-12-07 01:08:31.691043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.2769 - accuracy: 0.9896
2024-12-07 01:08:32.003791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.2659 - accuracy: 0.9900
2024-12-07 01:08:32.290866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.2934 - accuracy: 0.9880
2024-12-07 01:08:32.567513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.3295 - accuracy: 0.9861
2024-12-07 01:08:32.851980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.3761 - accuracy: 0.9844 
2024-12-07 01:08:33.131321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3631 - accuracy: 0.9849
2024-12-07 01:08:33.413037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3510 - accuracy: 0.9854
2024-12-07 01:08:33.692724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3397 - accuracy: 0.9859
2024-12-07 01:08:33.970453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3590 - accuracy: 0.9854
2024-12-07 01:08:34.250401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3588 - accuracy: 0.9839
2024-12-07 01:08:34.530910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3484 - accuracy: 0.9844
2024-12-07 01:08:34.809720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.3515 - accuracy: 0.9830
2024-12-07 01:08:35.088459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3417 - accuracy: 0.9835
2024-12-07 01:08:35.370608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.3803 - accuracy: 0.9831
2024-12-07 01:08:35.686194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.3703 - accuracy: 0.9836
2024-12-07 01:08:36.007713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.3608 - accuracy: 0.9840
2024-12-07 01:08:37.147783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.3731 - accuracy: 0.9836
2024-12-07 01:08:37.481758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3640 - accuracy: 0.9840
2024-12-07 01:08:37.761215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3553 - accuracy: 0.9844
2024-12-07 01:08:38.015563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.3471 - accuracy: 0.9847
2024-12-07 01:08:38.273005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3392 - accuracy: 0.9851
2024-12-07 01:08:38.539707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3534 - accuracy: 0.9847
2024-12-07 01:08:38.806090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.3827 - accuracy: 0.9837
2024-12-07 01:08:39.081702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3760 - accuracy: 0.9827
2024-12-07 01:08:39.352875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.4071 - accuracy: 0.9818
2024-12-07 01:08:39.701265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.4186 - accuracy: 0.9815
2024-12-07 01:08:40.011014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4121 - accuracy: 0.9812
2024-12-07 01:08:40.303616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4040 - accuracy: 0.9816
2024-12-07 01:08:40.593218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3962 - accuracy: 0.9820
2024-12-07 01:08:40.885404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.4577 - accuracy: 0.9805
2024-12-07 01:08:41.174952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4492 - accuracy: 0.9809
2024-12-07 01:08:41.455465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.4427 - accuracy: 0.9807
2024-12-07 01:08:41.734338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.4348 - accuracy: 0.9810
2024-12-07 01:08:42.002341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4272 - accuracy: 0.9814
2024-12-07 01:08:42.271255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.4198 - accuracy: 0.9817
2024-12-07 01:08:42.539832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.4127 - accuracy: 0.9820
2024-12-07 01:08:42.810502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 2s - loss: 0.4058 - accuracy: 0.9823
2024-12-07 01:09:12.747003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1s - loss: 0.3992 - accuracy: 0.9826
2024-12-07 01:09:13.049047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3896 - accuracy: 0.9830
2024-12-07 01:09:13.314490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 956s 15s/step - loss: 0.3896 - accuracy: 0.9830 - val_loss: 0.7918 - val_accuracy: 0.9750
Epoch 22/50
2024-12-07 01:24:20.952158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:24:21.275903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 2.6131e-04 - accuracy: 1.0000
2024-12-07 01:24:21.503543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 0.0980 - accuracy: 0.9896    
2024-12-07 01:24:21.747805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.0738 - accuracy: 0.9922
2024-12-07 01:24:21.965341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.0678 - accuracy: 0.9875
2024-12-07 01:24:22.191239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.0784 - accuracy: 0.9844
2024-12-07 01:24:22.406830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.0672 - accuracy: 0.9866
2024-12-07 01:24:22.619972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.0588 - accuracy: 0.9883
2024-12-07 01:24:22.840386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.1541 - accuracy: 0.9861
2024-12-07 01:24:23.060114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.1387 - accuracy: 0.9875
2024-12-07 01:24:23.281020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.2093 - accuracy: 0.9858
2024-12-07 01:24:23.501939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.2801 - accuracy: 0.9844
2024-12-07 01:24:23.721867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.2585 - accuracy: 0.9856
2024-12-07 01:24:23.945051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.2401 - accuracy: 0.9866
2024-12-07 01:24:24.241320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2260 - accuracy: 0.9854
2024-12-07 01:24:24.449988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.2328 - accuracy: 0.9844
2024-12-07 01:24:24.662548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.2814 - accuracy: 0.9835
2024-12-07 01:24:24.875796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3111 - accuracy: 0.9826
2024-12-07 01:24:25.087916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3126 - accuracy: 0.9819 
2024-12-07 01:24:25.301155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3857 - accuracy: 0.9812
2024-12-07 01:24:25.567518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3673 - accuracy: 0.9821
2024-12-07 01:24:25.790803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3987 - accuracy: 0.9815
2024-12-07 01:24:26.005986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.4012 - accuracy: 0.9810
2024-12-07 01:24:26.220143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.3844 - accuracy: 0.9818
2024-12-07 01:24:26.435901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.3759 - accuracy: 0.9812
2024-12-07 01:24:26.648387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.3614 - accuracy: 0.9820
2024-12-07 01:24:26.861949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.3879 - accuracy: 0.9803
2024-12-07 01:24:27.075523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.3921 - accuracy: 0.9799
2024-12-07 01:24:27.287750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.3868 - accuracy: 0.9784
2024-12-07 01:24:27.565896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.3739 - accuracy: 0.9792
2024-12-07 01:24:27.774229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.3619 - accuracy: 0.9798
2024-12-07 01:24:27.986486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.4120 - accuracy: 0.9785
2024-12-07 01:24:28.199339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.3995 - accuracy: 0.9792
2024-12-07 01:24:28.411831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.3878 - accuracy: 0.9798
2024-12-07 01:24:28.625122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.4341 - accuracy: 0.9786
2024-12-07 01:24:28.838738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.4983 - accuracy: 0.9783
2024-12-07 01:24:29.055263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.4848 - accuracy: 0.9789
2024-12-07 01:24:29.268765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.5032 - accuracy: 0.9778
2024-12-07 01:24:29.481035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.4903 - accuracy: 0.9784
2024-12-07 01:24:29.695007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.4780 - accuracy: 0.9789
2024-12-07 01:24:29.906380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 0.4667 - accuracy: 0.9794
2024-12-07 01:24:30.120446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.5324 - accuracy: 0.9792
2024-12-07 01:24:30.332664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.5724 - accuracy: 0.9782
2024-12-07 01:24:30.546142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.5595 - accuracy: 0.9787
2024-12-07 01:24:30.758070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3s - loss: 0.5470 - accuracy: 0.9792
2024-12-07 01:24:30.970817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.5713 - accuracy: 0.9783
2024-12-07 01:24:31.188609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.5592 - accuracy: 0.9787
2024-12-07 01:24:31.407666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.5475 - accuracy: 0.9792
2024-12-07 01:24:31.619989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.5392 - accuracy: 0.9790
2024-12-07 01:24:31.832665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 0.5284 - accuracy: 0.9794
2024-12-07 01:24:32.120802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.5180 - accuracy: 0.9798
2024-12-07 01:24:32.331611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.5081 - accuracy: 0.9802
2024-12-07 01:24:32.545381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.5256 - accuracy: 0.9800
2024-12-07 01:24:32.757521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 0.5159 - accuracy: 0.9803
2024-12-07 01:24:32.968417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.5178 - accuracy: 0.9801
2024-12-07 01:24:33.181191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.5085 - accuracy: 0.9805
2024-12-07 01:24:33.393543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4996 - accuracy: 0.9808
2024-12-07 01:24:33.603882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.4910 - accuracy: 0.9811
2024-12-07 01:24:33.814674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.4827 - accuracy: 0.9815
2024-12-07 01:24:34.026545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5000 - accuracy: 0.9812
2024-12-07 01:24:34.242122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4918 - accuracy: 0.9816
2024-12-07 01:24:34.452110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4800 - accuracy: 0.9820
2024-12-07 01:24:34.661877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 20s 313ms/step - loss: 0.4800 - accuracy: 0.9820 - val_loss: 0.8960 - val_accuracy: 0.9790
Epoch 23/50
2024-12-07 01:24:40.661130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 01:24:40.937915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.7342 - accuracy: 0.9844    
2024-12-07 01:24:41.153141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.4908 - accuracy: 0.9896
2024-12-07 01:24:41.371621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.3681 - accuracy: 0.9922
2024-12-07 01:24:41.596793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.2945 - accuracy: 0.9937
2024-12-07 01:24:41.816556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.2454 - accuracy: 0.9948
2024-12-07 01:24:42.047117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.2103 - accuracy: 0.9955
2024-12-07 01:24:42.272640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.3937 - accuracy: 0.9922
2024-12-07 01:24:42.507112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.3499 - accuracy: 0.9931
2024-12-07 01:24:42.739138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.3149 - accuracy: 0.9937
2024-12-07 01:24:42.976421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.2863 - accuracy: 0.9943
2024-12-07 01:24:43.219042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3091 - accuracy: 0.9922
2024-12-07 01:24:43.481914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11:33 - loss: 0.3329 - accuracy: 0.9904
2024-12-07 01:27:27.291733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10:28 - loss: 0.3091 - accuracy: 0.9911
2024-12-07 01:27:27.671497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 9:32 - loss: 0.2885 - accuracy: 0.9917 
2024-12-07 01:27:28.046416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 8:44 - loss: 0.3926 - accuracy: 0.9902
2024-12-07 01:27:28.376228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 8:02 - loss: 0.3695 - accuracy: 0.9908
2024-12-07 01:27:28.688408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 7:24 - loss: 0.3490 - accuracy: 0.9913
2024-12-07 01:27:28.979639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 6:51 - loss: 0.3306 - accuracy: 0.9918
2024-12-07 01:27:29.255611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 6:21 - loss: 0.3147 - accuracy: 0.9922
2024-12-07 01:27:29.526758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 5:54 - loss: 0.2997 - accuracy: 0.9926
2024-12-07 01:27:29.784957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 5:30 - loss: 0.2867 - accuracy: 0.9929
2024-12-07 01:27:30.038865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 5:07 - loss: 0.2742 - accuracy: 0.9932
2024-12-07 01:27:30.291367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 4:47 - loss: 0.2628 - accuracy: 0.9935
2024-12-07 01:27:30.546409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 4:28 - loss: 0.2532 - accuracy: 0.9925
2024-12-07 01:27:30.805484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 4:11 - loss: 0.2434 - accuracy: 0.9928
2024-12-07 01:27:31.038827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3:55 - loss: 0.2346 - accuracy: 0.9931
2024-12-07 01:27:31.258583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 3:41 - loss: 0.2262 - accuracy: 0.9933
2024-12-07 01:27:31.483336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 3:27 - loss: 0.2363 - accuracy: 0.9925
2024-12-07 01:27:31.697999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 3:14 - loss: 0.2285 - accuracy: 0.9927
2024-12-07 01:27:31.910922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 3:02 - loss: 0.2211 - accuracy: 0.9929
2024-12-07 01:27:32.123070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2:51 - loss: 0.2232 - accuracy: 0.9922
2024-12-07 01:27:32.339542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2:40 - loss: 0.2498 - accuracy: 0.9915
2024-12-07 01:27:32.560522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2:31 - loss: 0.2425 - accuracy: 0.9917
2024-12-07 01:27:32.786958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 2:21 - loss: 0.2356 - accuracy: 0.9920
2024-12-07 01:27:33.003981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 2:12 - loss: 0.2290 - accuracy: 0.9922
2024-12-07 01:27:33.225250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 2:04 - loss: 0.2480 - accuracy: 0.9907
2024-12-07 01:27:33.512155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 1:56 - loss: 0.2415 - accuracy: 0.9910
2024-12-07 01:27:33.721026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 1:49 - loss: 0.2536 - accuracy: 0.9896
2024-12-07 01:27:33.936487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1:42 - loss: 0.2606 - accuracy: 0.9883
2024-12-07 01:27:34.149201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1:35 - loss: 0.2542 - accuracy: 0.9886
2024-12-07 01:27:34.364703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1:28 - loss: 0.2590 - accuracy: 0.9881
2024-12-07 01:27:34.586921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1:22 - loss: 0.2530 - accuracy: 0.9884
2024-12-07 01:27:34.802393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1:16 - loss: 0.2698 - accuracy: 0.9879
2024-12-07 01:27:35.014813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 1:11 - loss: 0.2760 - accuracy: 0.9875
2024-12-07 01:27:35.227113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 1:05 - loss: 0.2700 - accuracy: 0.9878
2024-12-07 01:27:35.439982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 1:00 - loss: 0.2672 - accuracy: 0.9874
2024-12-07 01:27:35.653631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 6:34 - loss: 0.2836 - accuracy: 0.9870
2024-12-07 01:45:17.294891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 6:00 - loss: 0.2778 - accuracy: 0.9872
2024-12-07 01:45:17.538540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 5:28 - loss: 0.2758 - accuracy: 0.9869
2024-12-07 01:45:17.812019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4:56 - loss: 0.2704 - accuracy: 0.9871
2024-12-07 01:45:18.033418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 4:26 - loss: 0.2743 - accuracy: 0.9868
2024-12-07 01:45:18.261281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:57 - loss: 0.2912 - accuracy: 0.9864
2024-12-07 01:45:18.483977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3:30 - loss: 0.3345 - accuracy: 0.9855
2024-12-07 01:45:18.701982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 3:03 - loss: 0.3284 - accuracy: 0.9858
2024-12-07 01:45:18.920298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:37 - loss: 0.3226 - accuracy: 0.9860
2024-12-07 01:45:19.139823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2:12 - loss: 0.3169 - accuracy: 0.9863
2024-12-07 01:45:19.350360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:48 - loss: 0.3282 - accuracy: 0.9855
2024-12-07 01:45:19.561228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:25 - loss: 0.3522 - accuracy: 0.9852
2024-12-07 01:45:19.774482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1:03 - loss: 0.3463 - accuracy: 0.9854
2024-12-07 01:45:19.984644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 41s - loss: 0.3406 - accuracy: 0.9857 
2024-12-07 01:45:20.194765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3372 - accuracy: 0.9855 
2024-12-07 01:45:20.404508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 2158s 35s/step - loss: 0.3372 - accuracy: 0.9855 - val_loss: 0.6737 - val_accuracy: 0.9830
Epoch 24/50
2024-12-07 02:00:38.347108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 16s - loss: 1.3874 - accuracy: 0.9062
2024-12-07 02:00:38.620986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.6937 - accuracy: 0.9531
2024-12-07 02:00:38.836682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.8688 - accuracy: 0.9583
2024-12-07 02:00:39.062966: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 5:24:23 - loss: 0.6516 - accuracy: 0.9688
2024-12-07 02:17:08.290097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 3:59:13 - loss: 0.6254 - accuracy: 0.9688
2024-12-07 02:17:08.533433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 3:08:07 - loss: 0.6157 - accuracy: 0.9688
2024-12-07 02:17:08.757534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 2:34:03 - loss: 0.6063 - accuracy: 0.9643
2024-12-07 02:17:08.991485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 2:09:43 - loss: 0.5305 - accuracy: 0.9688
2024-12-07 02:17:09.212051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 1:51:28 - loss: 0.4716 - accuracy: 0.9722
2024-12-07 02:17:09.439442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 1:37:16 - loss: 0.4244 - accuracy: 0.9750
2024-12-07 02:17:09.655849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 1:25:54 - loss: 0.3858 - accuracy: 0.9773
2024-12-07 02:17:09.870075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 1:16:36 - loss: 0.3537 - accuracy: 0.9792
2024-12-07 02:17:10.086103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 1:08:52 - loss: 0.3830 - accuracy: 0.9784
2024-12-07 02:17:10.376850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 1:02:18 - loss: 0.5176 - accuracy: 0.9754
2024-12-07 02:17:10.586741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 56:41 - loss: 0.5716 - accuracy: 0.9708  
2024-12-07 02:17:10.801388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 51:49 - loss: 0.5358 - accuracy: 0.9727
2024-12-07 02:17:11.014706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 47:33 - loss: 0.5043 - accuracy: 0.9743
2024-12-07 02:17:11.226846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 43:48 - loss: 0.5105 - accuracy: 0.9740
2024-12-07 02:17:11.440481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 40:27 - loss: 0.4836 - accuracy: 0.9753
2024-12-07 02:17:11.656208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 37:27 - loss: 0.4633 - accuracy: 0.9750
2024-12-07 02:17:11.870246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 34:46 - loss: 0.4525 - accuracy: 0.9747
2024-12-07 02:17:12.086094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 32:20 - loss: 0.4321 - accuracy: 0.9759
2024-12-07 02:17:12.313455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 30:07 - loss: 0.4273 - accuracy: 0.9742
2024-12-07 02:17:12.530002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 28:05 - loss: 0.4470 - accuracy: 0.9740
2024-12-07 02:17:12.753192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 26:14 - loss: 0.4416 - accuracy: 0.9737
2024-12-07 02:17:12.966632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 24:31 - loss: 0.4246 - accuracy: 0.9748
2024-12-07 02:32:15.302998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 43:46 - loss: 0.4404 - accuracy: 0.9745
2024-12-07 02:32:15.538922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 40:59 - loss: 0.4246 - accuracy: 0.9754
2024-12-07 02:32:15.758417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 38:23 - loss: 0.4136 - accuracy: 0.9752
2024-12-07 02:32:15.985571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 35:59 - loss: 0.3998 - accuracy: 0.9760
2024-12-07 02:32:16.208711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 33:44 - loss: 0.3870 - accuracy: 0.9768
2024-12-07 02:32:16.436684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 31:38 - loss: 0.3959 - accuracy: 0.9766
2024-12-07 02:32:16.655979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 29:39 - loss: 0.3839 - accuracy: 0.9773
2024-12-07 02:32:16.882536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 27:48 - loss: 0.3726 - accuracy: 0.9779
2024-12-07 02:32:17.104088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 26:03 - loss: 0.3893 - accuracy: 0.9777
2024-12-07 02:32:17.329539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 24:24 - loss: 0.4488 - accuracy: 0.9774
2024-12-07 02:32:17.552868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 22:51 - loss: 0.4367 - accuracy: 0.9780
2024-12-07 02:32:17.777929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 21:23 - loss: 0.4253 - accuracy: 0.9786
2024-12-07 02:32:18.055392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 19:59 - loss: 0.4326 - accuracy: 0.9784
2024-12-07 02:32:18.266929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 18:40 - loss: 0.4344 - accuracy: 0.9781
2024-12-07 02:32:18.480527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 17:25 - loss: 0.4238 - accuracy: 0.9787
2024-12-07 02:32:18.693082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 16:13 - loss: 0.4138 - accuracy: 0.9792
2024-12-07 02:32:18.909369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 15:05 - loss: 0.4230 - accuracy: 0.9789
2024-12-07 02:32:19.122093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 13:59 - loss: 0.4533 - accuracy: 0.9780
2024-12-07 02:32:19.334301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 12:57 - loss: 0.4432 - accuracy: 0.9785
2024-12-07 02:32:19.548138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 11:58 - loss: 0.4336 - accuracy: 0.9789
2024-12-07 02:32:19.761012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 11:01 - loss: 0.4411 - accuracy: 0.9781
2024-12-07 02:32:19.974455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 10:06 - loss: 0.4319 - accuracy: 0.9785
2024-12-07 02:32:20.188939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 9:14 - loss: 0.4231 - accuracy: 0.9790 
2024-12-07 02:32:20.401851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 8:24 - loss: 0.4146 - accuracy: 0.9794
2024-12-07 02:32:20.614307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 7:36 - loss: 0.4065 - accuracy: 0.9798
2024-12-07 02:32:20.832166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 6:50 - loss: 0.4040 - accuracy: 0.9796
2024-12-07 02:32:21.058180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 6:05 - loss: 0.3964 - accuracy: 0.9800
2024-12-07 02:32:21.332301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 5:23 - loss: 0.4103 - accuracy: 0.9797
2024-12-07 02:32:21.539906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 4:41 - loss: 0.4029 - accuracy: 0.9801
2024-12-07 02:32:21.748645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 4:02 - loss: 0.3980 - accuracy: 0.9799
2024-12-07 02:32:21.967051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 3:23 - loss: 0.3993 - accuracy: 0.9797
2024-12-07 02:32:22.178915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2:46 - loss: 0.4070 - accuracy: 0.9795
2024-12-07 02:32:22.389996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2:11 - loss: 0.4022 - accuracy: 0.9793
2024-12-07 02:32:22.600607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1:36 - loss: 0.3955 - accuracy: 0.9797
2024-12-07 02:32:22.812730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1:03 - loss: 0.4221 - accuracy: 0.9785
2024-12-07 02:32:23.025397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4264 - accuracy: 0.9785 
2024-12-07 02:32:23.235889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1911s 31s/step - loss: 0.4264 - accuracy: 0.9785 - val_loss: 0.8533 - val_accuracy: 0.9790
Epoch 25/50
2024-12-07 02:32:29.110290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 16s - loss: 0.2724 - accuracy: 0.9688
2024-12-07 02:32:29.384847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.2472 - accuracy: 0.9688
2024-12-07 02:32:29.595006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.1648 - accuracy: 0.9792
2024-12-07 02:32:29.810018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.2558 - accuracy: 0.9766
2024-12-07 02:32:30.023829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.2046 - accuracy: 0.9812
2024-12-07 02:32:30.238469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.4687 - accuracy: 0.9740
2024-12-07 02:32:30.452042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 11s - loss: 0.4017 - accuracy: 0.9777
2024-12-07 02:32:30.664639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.3515 - accuracy: 0.9805
2024-12-07 02:32:30.878448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.3389 - accuracy: 0.9792
2024-12-07 02:32:31.090861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.3051 - accuracy: 0.9812
2024-12-07 02:32:31.306442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3408 - accuracy: 0.9801
2024-12-07 02:32:31.527531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 10s - loss: 0.3124 - accuracy: 0.9818
2024-12-07 02:32:31.752323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 0.2883 - accuracy: 0.9832
2024-12-07 02:32:31.975610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.2677 - accuracy: 0.9844
2024-12-07 02:32:32.223836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2499 - accuracy: 0.9854
2024-12-07 02:32:32.494502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.2796 - accuracy: 0.9844
2024-12-07 02:32:32.722005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3437 - accuracy: 0.9835
2024-12-07 02:32:32.940767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 0.3247 - accuracy: 0.9844 
2024-12-07 02:32:33.156332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3076 - accuracy: 0.9852
2024-12-07 02:32:33.372004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.2922 - accuracy: 0.9859
2024-12-07 02:32:33.597525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.2792 - accuracy: 0.9866
2024-12-07 02:32:33.813630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2665 - accuracy: 0.9872
2024-12-07 02:32:34.027578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.2693 - accuracy: 0.9864
2024-12-07 02:32:34.246254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.2742 - accuracy: 0.9857
2024-12-07 02:32:34.471025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.2632 - accuracy: 0.9862
2024-12-07 02:32:34.687924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2531 - accuracy: 0.9868
2024-12-07 02:32:34.907138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 0.3444 - accuracy: 0.9850
2024-12-07 02:32:35.124131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.3321 - accuracy: 0.9855
2024-12-07 02:32:35.417809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.3206 - accuracy: 0.9860
2024-12-07 02:32:35.632238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.3243 - accuracy: 0.9854
2024-12-07 02:32:35.848763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.3138 - accuracy: 0.9859
2024-12-07 02:32:36.074076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.3040 - accuracy: 0.9863
2024-12-07 02:32:36.296356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.2998 - accuracy: 0.9858
2024-12-07 02:32:36.532848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.3409 - accuracy: 0.9844
2024-12-07 02:32:36.752792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 29s - loss: 0.3495 - accuracy: 0.9830
2024-12-07 02:33:04.888591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 27s - loss: 0.4150 - accuracy: 0.9826
2024-12-07 02:33:05.141679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 25s - loss: 0.4051 - accuracy: 0.9823
2024-12-07 02:33:05.375071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 24s - loss: 0.3944 - accuracy: 0.9827
2024-12-07 02:33:05.668935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 23s - loss: 0.3843 - accuracy: 0.9832
2024-12-07 02:33:05.918486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 21s - loss: 0.3747 - accuracy: 0.9836
2024-12-07 02:33:06.152393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 20s - loss: 0.3963 - accuracy: 0.9832
2024-12-07 02:33:06.398996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 19s - loss: 0.3869 - accuracy: 0.9836
2024-12-07 02:33:06.644519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 17s - loss: 0.3779 - accuracy: 0.9840
2024-12-07 02:33:06.899258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 16s - loss: 0.3693 - accuracy: 0.9844
2024-12-07 02:33:07.152726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 15s - loss: 0.3611 - accuracy: 0.9847
2024-12-07 02:33:07.425294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 14s - loss: 0.3532 - accuracy: 0.9851
2024-12-07 02:33:07.691357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 13s - loss: 0.3476 - accuracy: 0.9847
2024-12-07 02:33:07.937656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 12s - loss: 0.3503 - accuracy: 0.9844
2024-12-07 02:33:08.148442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 11s - loss: 0.3431 - accuracy: 0.9847
2024-12-07 02:33:08.441889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 10s - loss: 0.3363 - accuracy: 0.9850
2024-12-07 02:33:08.650856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 9s - loss: 0.3297 - accuracy: 0.9853 
2024-12-07 02:33:08.863404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 8s - loss: 0.3233 - accuracy: 0.9856
2024-12-07 02:33:09.077707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 7s - loss: 0.3172 - accuracy: 0.9858
2024-12-07 02:33:09.290695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 6s - loss: 0.3315 - accuracy: 0.9850
2024-12-07 02:33:09.501752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 5s - loss: 0.3604 - accuracy: 0.9841
2024-12-07 02:33:09.712167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 5s - loss: 0.3568 - accuracy: 0.9838
2024-12-07 02:33:09.923185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 4s - loss: 0.3613 - accuracy: 0.9836
2024-12-07 02:33:10.133774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 3s - loss: 0.3551 - accuracy: 0.9838
2024-12-07 02:33:10.344942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2s - loss: 0.3493 - accuracy: 0.9841
2024-12-07 02:33:10.556125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 2s - loss: 0.3784 - accuracy: 0.9833
2024-12-07 02:33:10.768263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1s - loss: 0.4255 - accuracy: 0.9826
2024-12-07 02:33:10.979189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4264 - accuracy: 0.9820
2024-12-07 02:33:11.189637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 2086s 34s/step - loss: 0.4264 - accuracy: 0.9820 - val_loss: 1.1022 - val_accuracy: 0.9700
Epoch 26/50
2024-12-07 03:07:15.392582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.2369 - accuracy: 0.9688
2024-12-07 03:07:15.686713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.1213 - accuracy: 0.9844
2024-12-07 03:07:15.902987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.5158 - accuracy: 0.9792
2024-12-07 03:07:16.144433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.5954 - accuracy: 0.9766
2024-12-07 03:07:16.364619: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.4763 - accuracy: 0.9812
2024-12-07 03:07:16.591435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3970 - accuracy: 0.9844
2024-12-07 03:07:16.811282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3403 - accuracy: 0.9866
2024-12-07 03:07:17.036048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.2977 - accuracy: 0.9883
2024-12-07 03:07:17.262282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.2708 - accuracy: 0.9861
2024-12-07 03:07:17.496370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.2861 - accuracy: 0.9844
2024-12-07 03:07:17.712348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.2729 - accuracy: 0.9830
2024-12-07 03:07:17.971943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3674 - accuracy: 0.9818
2024-12-07 03:07:18.213039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.4748 - accuracy: 0.9808
2024-12-07 03:07:18.435286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.4409 - accuracy: 0.9821
2024-12-07 03:07:18.660940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.4115 - accuracy: 0.9833
2024-12-07 03:07:18.874897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.4789 - accuracy: 0.9824
2024-12-07 03:07:19.090516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.4507 - accuracy: 0.9835
2024-12-07 03:07:19.303814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.4465 - accuracy: 0.9826
2024-12-07 03:07:19.518200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.4230 - accuracy: 0.9836 
2024-12-07 03:07:19.730849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.4018 - accuracy: 0.9844
2024-12-07 03:07:19.945830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3827 - accuracy: 0.9851
2024-12-07 03:07:20.159418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 1:01 - loss: 0.3653 - accuracy: 0.9858
2024-12-07 03:07:47.207968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 57s - loss: 0.3877 - accuracy: 0.9851 
2024-12-07 03:07:47.453922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 54s - loss: 0.4216 - accuracy: 0.9818
2024-12-07 03:07:47.667540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 50s - loss: 0.4047 - accuracy: 0.9825
2024-12-07 03:07:47.884919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 47s - loss: 0.3892 - accuracy: 0.9832
2024-12-07 03:07:48.098417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 45s - loss: 0.3747 - accuracy: 0.9838
2024-12-07 03:07:48.384080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 42s - loss: 0.3905 - accuracy: 0.9821
2024-12-07 03:07:48.593543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 40s - loss: 0.3771 - accuracy: 0.9828
2024-12-07 03:07:48.806253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 37s - loss: 0.3645 - accuracy: 0.9833
2024-12-07 03:07:49.021404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 35s - loss: 0.3527 - accuracy: 0.9839
2024-12-07 03:07:49.240947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 33s - loss: 0.3580 - accuracy: 0.9834
2024-12-07 03:07:49.454634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 31s - loss: 0.3822 - accuracy: 0.9820
2024-12-07 03:07:49.668603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 30s - loss: 0.3709 - accuracy: 0.9825
2024-12-07 03:07:49.881896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 28s - loss: 0.4282 - accuracy: 0.9804
2024-12-07 03:07:50.095613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 26s - loss: 0.4163 - accuracy: 0.9809
2024-12-07 03:07:50.309165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 25s - loss: 0.4051 - accuracy: 0.9814
2024-12-07 03:07:50.522941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 23s - loss: 0.4175 - accuracy: 0.9811
2024-12-07 03:07:50.736871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 22s - loss: 0.4068 - accuracy: 0.9816
2024-12-07 03:07:50.950154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 20s - loss: 0.3966 - accuracy: 0.9820
2024-12-07 03:07:51.164946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 19s - loss: 0.3870 - accuracy: 0.9825
2024-12-07 03:07:51.383179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 18s - loss: 0.3797 - accuracy: 0.9821
2024-12-07 03:07:51.659456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 17s - loss: 0.3708 - accuracy: 0.9826
2024-12-07 03:07:51.886515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 16s - loss: 0.3624 - accuracy: 0.9830
2024-12-07 03:07:52.102082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 14s - loss: 0.3543 - accuracy: 0.9833
2024-12-07 03:07:52.314676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 13s - loss: 0.3590 - accuracy: 0.9830
2024-12-07 03:07:52.528974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 12s - loss: 0.3755 - accuracy: 0.9820
2024-12-07 03:07:52.745690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 11s - loss: 0.3892 - accuracy: 0.9811
2024-12-07 03:07:52.973542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 10s - loss: 0.3963 - accuracy: 0.9809
2024-12-07 03:07:53.187042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 10s - loss: 0.3948 - accuracy: 0.9806
2024-12-07 03:07:53.400530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 9s - loss: 0.3893 - accuracy: 0.9804 
2024-12-07 03:07:53.614081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 8s - loss: 0.3913 - accuracy: 0.9802
2024-12-07 03:07:53.830384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 7s - loss: 0.3964 - accuracy: 0.9800
2024-12-07 03:07:54.044823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 6s - loss: 0.4208 - accuracy: 0.9792
2024-12-07 03:07:54.256533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 20s - loss: 0.4131 - accuracy: 0.9795
2024-12-07 03:09:35.537423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 17s - loss: 0.4304 - accuracy: 0.9788
2024-12-07 03:09:35.744741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 15s - loss: 0.4229 - accuracy: 0.9792
2024-12-07 03:09:35.956405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 12s - loss: 0.4156 - accuracy: 0.9795
2024-12-07 03:09:36.220279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 9s - loss: 0.4085 - accuracy: 0.9799 
2024-12-07 03:09:36.450641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 7s - loss: 0.4017 - accuracy: 0.9802
2024-12-07 03:09:36.658599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 4s - loss: 0.3951 - accuracy: 0.9805
2024-12-07 03:09:36.869596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3859 - accuracy: 0.9810
2024-12-07 03:09:37.080337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1095s 18s/step - loss: 0.3859 - accuracy: 0.9810 - val_loss: 1.2725 - val_accuracy: 0.9730
Epoch 27/50
2024-12-07 03:25:30.789860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 1.4529e-07 - accuracy: 1.0000
2024-12-07 03:25:31.078030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0457 - accuracy: 0.9844    
2024-12-07 03:25:31.289912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.8253 - accuracy: 0.9792
2024-12-07 03:25:31.506563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.6190 - accuracy: 0.9844
2024-12-07 03:25:31.731276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.5306 - accuracy: 0.9750
2024-12-07 03:25:31.945460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.4422 - accuracy: 0.9792
2024-12-07 03:25:32.160352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.5864 - accuracy: 0.9732
2024-12-07 03:25:32.380639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.5131 - accuracy: 0.9766
2024-12-07 03:25:32.614410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.4686 - accuracy: 0.9757
2024-12-07 03:25:32.830851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.4218 - accuracy: 0.9781
2024-12-07 03:25:33.045916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3834 - accuracy: 0.9801
2024-12-07 03:25:33.261121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.4642 - accuracy: 0.9766
2024-12-07 03:25:33.484662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.4285 - accuracy: 0.9784
2024-12-07 03:25:33.771290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.5739 - accuracy: 0.9754
2024-12-07 03:25:33.997588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.5356 - accuracy: 0.9771
2024-12-07 03:25:34.217345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.5022 - accuracy: 0.9785
2024-12-07 03:25:34.449064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.4727 - accuracy: 0.9798
2024-12-07 03:25:34.666699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.4464 - accuracy: 0.9809
2024-12-07 03:25:34.889837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.4229 - accuracy: 0.9819 
2024-12-07 03:25:35.103499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 34:09 - loss: 0.4018 - accuracy: 0.9828
2024-12-07 03:40:36.485715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 31:41 - loss: 0.4014 - accuracy: 0.9821
2024-12-07 03:40:36.735849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 29:28 - loss: 0.4004 - accuracy: 0.9815
2024-12-07 03:40:36.952992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 27:27 - loss: 0.3946 - accuracy: 0.9796
2024-12-07 03:40:37.183063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 25:36 - loss: 0.3781 - accuracy: 0.9805
2024-12-07 03:40:37.461433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 23:55 - loss: 0.3630 - accuracy: 0.9812
2024-12-07 03:40:37.686940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 22:22 - loss: 0.3491 - accuracy: 0.9820
2024-12-07 03:40:37.901428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 20:55 - loss: 0.3361 - accuracy: 0.9826
2024-12-07 03:40:38.116032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 19:36 - loss: 0.3508 - accuracy: 0.9799
2024-12-07 03:40:38.328670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 18:21 - loss: 0.3388 - accuracy: 0.9806
2024-12-07 03:40:38.541797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 17:12 - loss: 0.3275 - accuracy: 0.9812
2024-12-07 03:40:38.757433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 16:08 - loss: 0.3169 - accuracy: 0.9819
2024-12-07 03:40:38.973055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 15:08 - loss: 0.3070 - accuracy: 0.9824
2024-12-07 03:40:39.196527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 14:11 - loss: 0.2981 - accuracy: 0.9830
2024-12-07 03:40:39.413057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 13:18 - loss: 0.3089 - accuracy: 0.9825
2024-12-07 03:40:39.625247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 12:28 - loss: 0.3001 - accuracy: 0.9830
2024-12-07 03:40:39.838768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 11:41 - loss: 0.3806 - accuracy: 0.9818
2024-12-07 03:40:40.051748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 10:56 - loss: 0.3703 - accuracy: 0.9823
2024-12-07 03:40:40.265126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 10:14 - loss: 0.3606 - accuracy: 0.9827
2024-12-07 03:40:40.478561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 9:34 - loss: 0.3513 - accuracy: 0.9832 
2024-12-07 03:40:40.692040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 8:56 - loss: 0.3845 - accuracy: 0.9812
2024-12-07 03:40:40.960653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 8:20 - loss: 0.3948 - accuracy: 0.9809
2024-12-07 03:40:41.169307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7:46 - loss: 0.3854 - accuracy: 0.9814
2024-12-07 03:40:41.383818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:13 - loss: 0.3764 - accuracy: 0.9818
2024-12-07 03:40:41.597701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6:42 - loss: 0.3790 - accuracy: 0.9815
2024-12-07 03:40:41.812980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:12 - loss: 0.3705 - accuracy: 0.9819
2024-12-07 03:40:42.027883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5:44 - loss: 0.3625 - accuracy: 0.9823
2024-12-07 03:40:42.256593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:17 - loss: 0.3605 - accuracy: 0.9820
2024-12-07 03:40:42.470838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4:50 - loss: 0.3686 - accuracy: 0.9818
2024-12-07 03:40:42.684626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:25 - loss: 0.3611 - accuracy: 0.9821
2024-12-07 03:40:42.898468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:01 - loss: 0.3786 - accuracy: 0.9819
2024-12-07 03:40:43.113076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3:38 - loss: 0.4290 - accuracy: 0.9798
2024-12-07 03:40:43.332877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:16 - loss: 0.4207 - accuracy: 0.9802
2024-12-07 03:40:43.548587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2:55 - loss: 0.4128 - accuracy: 0.9805
2024-12-07 03:40:43.762855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:35 - loss: 0.4129 - accuracy: 0.9803
2024-12-07 03:40:44.039726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:15 - loss: 0.4249 - accuracy: 0.9795
2024-12-07 03:40:44.247416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:56 - loss: 0.4173 - accuracy: 0.9799
2024-12-07 03:40:44.462734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:37 - loss: 0.4192 - accuracy: 0.9797
2024-12-07 03:40:44.678090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:20 - loss: 0.4235 - accuracy: 0.9795
2024-12-07 03:40:44.896689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:03 - loss: 0.4326 - accuracy: 0.9793
2024-12-07 03:40:45.114254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 46s - loss: 0.4254 - accuracy: 0.9797 
2024-12-07 03:40:45.331709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 30s - loss: 0.4440 - accuracy: 0.9790
2024-12-07 03:40:45.551523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4386 - accuracy: 0.9790 
2024-12-07 03:40:45.770674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 1983s 32s/step - loss: 0.4386 - accuracy: 0.9790 - val_loss: 0.6111 - val_accuracy: 0.9840
Epoch 28/50
2024-12-07 03:58:34.210391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 5.2932e-04 - accuracy: 1.0000
2024-12-07 03:58:34.519170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 9.6708e-04 - accuracy: 1.0000
2024-12-07 03:58:34.738082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.5853 - accuracy: 0.9792    
2024-12-07 03:58:34.961871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.9495 - accuracy: 0.9688
2024-12-07 03:58:35.186197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.7597 - accuracy: 0.9750
2024-12-07 03:58:35.407163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.6331 - accuracy: 0.9792
2024-12-07 03:58:35.635822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.5426 - accuracy: 0.9821
2024-12-07 03:58:35.848908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.4748 - accuracy: 0.9844
2024-12-07 03:58:36.066788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.4223 - accuracy: 0.9861
2024-12-07 03:58:36.357528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.3800 - accuracy: 0.9875
2024-12-07 03:58:36.583901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3455 - accuracy: 0.9886
2024-12-07 03:58:36.800903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3167 - accuracy: 0.9896
2024-12-07 03:58:37.016544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.3524 - accuracy: 0.9856
2024-12-07 03:58:37.240278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 45:17 - loss: 0.3272 - accuracy: 0.9866
2024-12-07 04:10:35.367445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 41:12 - loss: 0.3732 - accuracy: 0.9854
2024-12-07 04:10:35.611371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 37:40 - loss: 0.3898 - accuracy: 0.9805
2024-12-07 04:10:35.834565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 34:34 - loss: 0.3669 - accuracy: 0.9816
2024-12-07 04:10:36.065449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 31:50 - loss: 0.3465 - accuracy: 0.9826
2024-12-07 04:10:36.277860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 29:24 - loss: 0.3600 - accuracy: 0.9803
2024-12-07 04:10:36.492255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 27:14 - loss: 0.3863 - accuracy: 0.9797
2024-12-07 04:10:36.783189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 25:17 - loss: 0.3679 - accuracy: 0.9807
2024-12-07 04:10:37.000602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 23:30 - loss: 0.3513 - accuracy: 0.9815
2024-12-07 04:10:37.217876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 21:54 - loss: 0.4206 - accuracy: 0.9796
2024-12-07 04:10:37.445144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 20:26 - loss: 0.4031 - accuracy: 0.9805
2024-12-07 04:10:37.661291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 19:05 - loss: 0.3869 - accuracy: 0.9812
2024-12-07 04:10:37.875542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 17:50 - loss: 0.4819 - accuracy: 0.9796
2024-12-07 04:10:38.089453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 16:42 - loss: 0.4641 - accuracy: 0.9803
2024-12-07 04:10:38.303962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 15:38 - loss: 0.4475 - accuracy: 0.9810
2024-12-07 04:10:38.521658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 14:39 - loss: 0.4321 - accuracy: 0.9817
2024-12-07 04:10:38.743383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 13:44 - loss: 0.4177 - accuracy: 0.9823
2024-12-07 04:10:38.964468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 12:53 - loss: 0.4042 - accuracy: 0.9829
2024-12-07 04:10:39.240107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 12:04 - loss: 0.4049 - accuracy: 0.9824
2024-12-07 04:10:39.449732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 11:19 - loss: 0.3926 - accuracy: 0.9830
2024-12-07 04:10:39.664101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 10:37 - loss: 0.3811 - accuracy: 0.9835
2024-12-07 04:10:39.877049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9:57 - loss: 0.3702 - accuracy: 0.9839 
2024-12-07 04:10:40.092341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 9:19 - loss: 0.3599 - accuracy: 0.9844
2024-12-07 04:10:40.306159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8:44 - loss: 0.3823 - accuracy: 0.9840
2024-12-07 04:10:40.525225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8:10 - loss: 0.3722 - accuracy: 0.9844
2024-12-07 04:10:40.748013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7:38 - loss: 0.3627 - accuracy: 0.9848
2024-12-07 04:10:40.972126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7:08 - loss: 0.3775 - accuracy: 0.9844
2024-12-07 04:10:41.188280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6:39 - loss: 0.3755 - accuracy: 0.9840
2024-12-07 04:10:41.401941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6:12 - loss: 0.3674 - accuracy: 0.9836
2024-12-07 04:10:41.617089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5:46 - loss: 0.3589 - accuracy: 0.9840
2024-12-07 04:10:41.868699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5:21 - loss: 0.3544 - accuracy: 0.9837
2024-12-07 04:10:42.077254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4:57 - loss: 0.3465 - accuracy: 0.9840
2024-12-07 04:10:42.290688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4:35 - loss: 0.3390 - accuracy: 0.9844
2024-12-07 04:10:42.503960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4:13 - loss: 0.3318 - accuracy: 0.9847
2024-12-07 04:10:42.718747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3:52 - loss: 0.3394 - accuracy: 0.9844
2024-12-07 04:10:42.934129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3:32 - loss: 0.3325 - accuracy: 0.9847
2024-12-07 04:10:43.158010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3:13 - loss: 0.3469 - accuracy: 0.9844
2024-12-07 04:10:43.375209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2:54 - loss: 0.3401 - accuracy: 0.9847
2024-12-07 04:10:43.600587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2:37 - loss: 0.3339 - accuracy: 0.9850
2024-12-07 04:10:43.813620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2:20 - loss: 0.3276 - accuracy: 0.9853
2024-12-07 04:10:44.028979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:03 - loss: 0.3215 - accuracy: 0.9855
2024-12-07 04:10:44.252775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1:48 - loss: 0.3157 - accuracy: 0.9858
2024-12-07 04:10:44.462973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:32 - loss: 0.3101 - accuracy: 0.9860
2024-12-07 04:10:44.675182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:18 - loss: 0.3105 - accuracy: 0.9857
2024-12-07 04:10:44.885232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:04 - loss: 0.3213 - accuracy: 0.9855
2024-12-07 04:10:45.096779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 50s - loss: 0.3159 - accuracy: 0.9857 
2024-12-07 04:10:45.308136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 37s - loss: 0.3106 - accuracy: 0.9859
2024-12-07 04:10:45.518997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 24s - loss: 0.3058 - accuracy: 0.9862
2024-12-07 04:10:45.730233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3102 - accuracy: 0.9860 
2024-12-07 04:10:45.941923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 739s 12s/step - loss: 0.3102 - accuracy: 0.9860 - val_loss: 0.5848 - val_accuracy: 0.9810
Epoch 29/50
2024-12-07 04:10:53.581946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-07 04:10:53.882968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 5.8639e-05 - accuracy: 1.0000
2024-12-07 04:10:54.092912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.4064 - accuracy: 0.9792    
2024-12-07 04:10:54.308539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.6452 - accuracy: 0.9766
2024-12-07 04:10:54.532652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.5167 - accuracy: 0.9812
2024-12-07 04:10:54.749756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.5465 - accuracy: 0.9792
2024-12-07 04:10:54.966347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.4885 - accuracy: 0.9777
2024-12-07 04:10:55.179127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.5482 - accuracy: 0.9766
2024-12-07 04:10:55.395268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.4873 - accuracy: 0.9792
2024-12-07 04:10:55.620591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.5193 - accuracy: 0.9781
2024-12-07 04:10:55.911232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.4721 - accuracy: 0.9801
2024-12-07 04:10:56.126331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.4328 - accuracy: 0.9818
2024-12-07 04:10:56.345255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.3995 - accuracy: 0.9832
2024-12-07 04:10:56.564213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.3730 - accuracy: 0.9821
2024-12-07 04:10:56.794156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.3481 - accuracy: 0.9833
2024-12-07 04:10:57.015155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.3264 - accuracy: 0.9844
2024-12-07 04:10:57.242291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3513 - accuracy: 0.9835
2024-12-07 04:10:57.469602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3318 - accuracy: 0.9844
2024-12-07 04:10:57.696647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.4089 - accuracy: 0.9836 
2024-12-07 04:10:57.917833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3885 - accuracy: 0.9844
2024-12-07 04:10:58.217435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3700 - accuracy: 0.9851
2024-12-07 04:10:58.445932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 33:45 - loss: 0.3532 - accuracy: 0.9858
2024-12-07 04:28:11.572971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 31:27 - loss: 0.3378 - accuracy: 0.9864
2024-12-07 04:28:11.787252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 29:20 - loss: 0.3270 - accuracy: 0.9857
2024-12-07 04:28:12.015823: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 27:24 - loss: 0.3143 - accuracy: 0.9862
2024-12-07 04:28:12.250891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 25:37 - loss: 0.3022 - accuracy: 0.9868
2024-12-07 04:28:12.469606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 23:58 - loss: 0.2911 - accuracy: 0.9873
2024-12-07 04:28:12.701509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 22:26 - loss: 0.2807 - accuracy: 0.9877
2024-12-07 04:28:12.922473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 21:01 - loss: 0.2826 - accuracy: 0.9871
2024-12-07 04:28:13.150143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 19:42 - loss: 0.2731 - accuracy: 0.9875
2024-12-07 04:28:13.371819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 18:29 - loss: 0.2643 - accuracy: 0.9879
2024-12-07 04:28:13.675732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 17:20 - loss: 0.2561 - accuracy: 0.9883
2024-12-07 04:28:13.895204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 16:15 - loss: 0.2483 - accuracy: 0.9886
2024-12-07 04:28:14.125414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 15:14 - loss: 0.3002 - accuracy: 0.9871
2024-12-07 04:28:14.353810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 14:17 - loss: 0.3331 - accuracy: 0.9866
2024-12-07 04:28:14.581112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 13:23 - loss: 0.3239 - accuracy: 0.9870
2024-12-07 04:28:14.812224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 12:31 - loss: 0.3391 - accuracy: 0.9865
2024-12-07 04:28:15.033814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 11:43 - loss: 0.3395 - accuracy: 0.9860
2024-12-07 04:28:15.257482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 10:57 - loss: 0.3554 - accuracy: 0.9848
2024-12-07 04:28:15.472708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 10:14 - loss: 0.3466 - accuracy: 0.9852
2024-12-07 04:28:15.743980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 9:33 - loss: 0.3381 - accuracy: 0.9855 
2024-12-07 04:28:15.951825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 8:53 - loss: 0.3301 - accuracy: 0.9859
2024-12-07 04:28:16.163724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 15:46 - loss: 0.3670 - accuracy: 0.9840
2024-12-07 04:44:02.365136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 14:38 - loss: 0.3587 - accuracy: 0.9844
2024-12-07 04:44:02.608626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 13:33 - loss: 0.3507 - accuracy: 0.9847
2024-12-07 04:44:02.830967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 12:31 - loss: 0.3471 - accuracy: 0.9844
2024-12-07 04:44:03.065572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 11:31 - loss: 0.3398 - accuracy: 0.9847
2024-12-07 04:44:03.293598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 10:34 - loss: 0.3444 - accuracy: 0.9844
2024-12-07 04:44:03.511999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 9:40 - loss: 0.3373 - accuracy: 0.9847 
2024-12-07 04:44:03.734432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 8:47 - loss: 0.3465 - accuracy: 0.9844
2024-12-07 04:44:04.030432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 7:57 - loss: 0.3397 - accuracy: 0.9847
2024-12-07 04:44:04.244352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 7:09 - loss: 0.3543 - accuracy: 0.9838
2024-12-07 04:44:04.467167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 6:22 - loss: 0.3477 - accuracy: 0.9841
2024-12-07 04:44:04.693095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 5:38 - loss: 0.3413 - accuracy: 0.9844
2024-12-07 04:44:04.903089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 4:54 - loss: 0.3603 - accuracy: 0.9841
2024-12-07 04:44:05.114538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 4:13 - loss: 0.3660 - accuracy: 0.9833
2024-12-07 04:44:05.326448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 3:33 - loss: 0.3657 - accuracy: 0.9830
2024-12-07 04:44:05.540257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2:54 - loss: 0.3594 - accuracy: 0.9833
2024-12-07 04:44:05.752827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2:17 - loss: 0.3555 - accuracy: 0.9831
2024-12-07 04:44:05.964783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1:41 - loss: 0.3910 - accuracy: 0.9828
2024-12-07 04:44:06.178389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1:06 - loss: 0.4004 - accuracy: 0.9821
2024-12-07 04:44:06.390138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3908 - accuracy: 0.9825 
2024-12-07 04:44:06.600278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 2006s 32s/step - loss: 0.3908 - accuracy: 0.9825 - val_loss: 0.5225 - val_accuracy: 0.9840
Epoch 30/50
2024-12-07 04:44:19.093284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 1.3039e-07 - accuracy: 1.0000
2024-12-07 04:44:19.395523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0042 - accuracy: 1.0000    
2024-12-07 04:44:19.604784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0028 - accuracy: 1.0000
2024-12-07 04:44:19.824130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.0021 - accuracy: 1.0000
2024-12-07 04:44:20.050979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.0017 - accuracy: 1.0000
2024-12-07 04:44:20.275732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.0014 - accuracy: 1.0000
2024-12-07 04:44:20.491070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.0012 - accuracy: 1.0000
2024-12-07 04:44:20.705561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.0010 - accuracy: 1.0000
2024-12-07 04:44:20.933010: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.0011 - accuracy: 1.0000
2024-12-07 04:44:21.147723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 9.6198e-04 - accuracy: 1.0000
2024-12-07 04:44:21.363763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 8.7454e-04 - accuracy: 1.0000
2024-12-07 04:44:21.650599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 8.0166e-04 - accuracy: 1.0000
2024-12-07 04:44:21.860257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.0696 - accuracy: 0.9976    
2024-12-07 04:44:22.074088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.0659 - accuracy: 0.9978
2024-12-07 04:44:22.289137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.1619 - accuracy: 0.9958
2024-12-07 04:44:22.503624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.1518 - accuracy: 0.9961
2024-12-07 04:44:22.718167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.1766 - accuracy: 0.9945
2024-12-07 04:44:22.933977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 0.3276 - accuracy: 0.9913 
2024-12-07 04:44:23.156572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3104 - accuracy: 0.9918
2024-12-07 04:44:23.384455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3345 - accuracy: 0.9906
2024-12-07 04:44:23.602046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3186 - accuracy: 0.9911
2024-12-07 04:44:23.827743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3119 - accuracy: 0.9901
2024-12-07 05:01:12.348057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 30:42 - loss: 0.2983 - accuracy: 0.9905
2024-12-07 05:01:12.584066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 28:38 - loss: 0.2859 - accuracy: 0.9909
2024-12-07 05:01:12.810882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 26:44 - loss: 0.2744 - accuracy: 0.9912
2024-12-07 05:01:13.040809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 25:00 - loss: 0.2639 - accuracy: 0.9916
2024-12-07 05:01:13.257359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 23:24 - loss: 0.2541 - accuracy: 0.9919
2024-12-07 05:01:13.483163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 21:54 - loss: 0.2453 - accuracy: 0.9922
2024-12-07 05:01:13.702387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 20:31 - loss: 0.2368 - accuracy: 0.9925
2024-12-07 05:01:13.916465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 19:14 - loss: 0.2290 - accuracy: 0.9927
2024-12-07 05:01:14.131911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 18:02 - loss: 0.2216 - accuracy: 0.9929
2024-12-07 05:01:14.348658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 16:55 - loss: 0.2329 - accuracy: 0.9922
2024-12-07 05:01:14.575772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 15:52 - loss: 0.2269 - accuracy: 0.9915
2024-12-07 05:01:14.865894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 14:52 - loss: 0.2876 - accuracy: 0.9899
2024-12-07 05:01:15.076197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 13:56 - loss: 0.3064 - accuracy: 0.9893
2024-12-07 05:01:15.292911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 13:03 - loss: 0.2979 - accuracy: 0.9896
2024-12-07 05:01:15.510948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 12:14 - loss: 0.2899 - accuracy: 0.9899
2024-12-07 05:01:15.735848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 11:26 - loss: 0.2822 - accuracy: 0.9901
2024-12-07 05:01:15.964875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 10:42 - loss: 0.2857 - accuracy: 0.9896
2024-12-07 05:01:16.183318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:59 - loss: 0.3146 - accuracy: 0.9891 
2024-12-07 05:01:16.409671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 9:19 - loss: 0.3069 - accuracy: 0.9893
2024-12-07 05:01:16.627093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 8:41 - loss: 0.2996 - accuracy: 0.9896
2024-12-07 05:01:16.906397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 8:04 - loss: 0.2926 - accuracy: 0.9898
2024-12-07 05:01:17.114163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 7:31 - loss: 0.2922 - accuracy: 0.9886
2024-12-07 05:01:21.306075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:58 - loss: 0.2857 - accuracy: 0.9889
2024-12-07 05:01:21.543413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 6:26 - loss: 0.2795 - accuracy: 0.9891
2024-12-07 05:01:21.768725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:55 - loss: 0.2806 - accuracy: 0.9887
2024-12-07 05:01:21.999279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5:26 - loss: 0.2747 - accuracy: 0.9889
2024-12-07 05:01:22.214491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:58 - loss: 0.2691 - accuracy: 0.9892
2024-12-07 05:01:22.432285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:31 - loss: 0.2638 - accuracy: 0.9894
2024-12-07 05:01:22.647334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4:05 - loss: 0.2604 - accuracy: 0.9890
2024-12-07 05:01:22.863178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:40 - loss: 0.2554 - accuracy: 0.9892
2024-12-07 05:01:23.077643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:16 - loss: 0.2506 - accuracy: 0.9894
2024-12-07 05:01:23.294510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:53 - loss: 0.2480 - accuracy: 0.9890
2024-12-07 05:01:23.587265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:31 - loss: 0.2435 - accuracy: 0.9892
2024-12-07 05:01:23.793263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:10 - loss: 0.2392 - accuracy: 0.9894
2024-12-07 05:01:24.000531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:49 - loss: 0.2550 - accuracy: 0.9879
2024-12-07 05:01:24.207387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:29 - loss: 0.2761 - accuracy: 0.9871
2024-12-07 05:01:24.414156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:10 - loss: 0.2761 - accuracy: 0.9868
2024-12-07 05:01:24.621159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 52s - loss: 0.2715 - accuracy: 0.9870 
2024-12-07 05:01:24.827828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 34s - loss: 0.2934 - accuracy: 0.9862
2024-12-07 05:01:25.034401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2991 - accuracy: 0.9860 
2024-12-07 05:01:25.240565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1050s 17s/step - loss: 0.2991 - accuracy: 0.9860 - val_loss: 0.7908 - val_accuracy: 0.9820
Epoch 31/50
2024-12-07 05:01:48.773581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 1.3939e-04 - accuracy: 1.0000
2024-12-07 05:01:49.049047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 6.9695e-05 - accuracy: 1.0000
2024-12-07 05:01:49.257781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 4.6860e-05 - accuracy: 1.0000
2024-12-07 05:01:49.473404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 3.5285e-05 - accuracy: 1.0000
2024-12-07 05:01:49.696955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 2.8230e-05 - accuracy: 1.0000
2024-12-07 05:01:49.912068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 2.4146e-05 - accuracy: 1.0000
2024-12-07 05:01:50.126567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 2.0697e-05 - accuracy: 1.0000
2024-12-07 05:01:50.343623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 1.9870e-05 - accuracy: 1.0000
2024-12-07 05:01:50.567841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 1.7662e-05 - accuracy: 1.0000
2024-12-07 05:01:50.786612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 1.5896e-05 - accuracy: 1.0000
2024-12-07 05:01:51.068739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.0509 - accuracy: 0.9972    
2024-12-07 05:01:51.277872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.0466 - accuracy: 0.9974
2024-12-07 05:01:51.493284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.0430 - accuracy: 0.9976
2024-12-07 05:01:51.709039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.0454 - accuracy: 0.9955
2024-12-07 05:01:51.925448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.0423 - accuracy: 0.9958
2024-12-07 05:01:52.146126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.0397 - accuracy: 0.9961
2024-12-07 05:01:52.371523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.0374 - accuracy: 0.9963
2024-12-07 05:01:52.586470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 0.0670 - accuracy: 0.9948 
2024-12-07 05:01:52.801774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 40:18 - loss: 0.0635 - accuracy: 0.9951
2024-12-07 05:18:18.347651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 37:19 - loss: 0.0603 - accuracy: 0.9953
2024-12-07 05:18:18.643442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 34:38 - loss: 0.0658 - accuracy: 0.9940
2024-12-07 05:18:18.862178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 32:12 - loss: 0.0628 - accuracy: 0.9943
2024-12-07 05:18:19.099361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 30:00 - loss: 0.1060 - accuracy: 0.9932
2024-12-07 05:18:19.313341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 27:59 - loss: 0.1016 - accuracy: 0.9935
2024-12-07 05:18:19.529478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 26:08 - loss: 0.0975 - accuracy: 0.9937
2024-12-07 05:18:19.753359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 24:26 - loss: 0.1082 - accuracy: 0.9928
2024-12-07 05:18:19.968497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 22:52 - loss: 0.1042 - accuracy: 0.9931
2024-12-07 05:18:20.183179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 21:25 - loss: 0.1005 - accuracy: 0.9933
2024-12-07 05:18:20.399905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 20:04 - loss: 0.1053 - accuracy: 0.9914
2024-12-07 05:18:20.683105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 18:48 - loss: 0.1055 - accuracy: 0.9906
2024-12-07 05:18:20.890850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 17:38 - loss: 0.1021 - accuracy: 0.9909
2024-12-07 05:18:21.104109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 16:32 - loss: 0.1201 - accuracy: 0.9902
2024-12-07 05:18:21.319223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 15:30 - loss: 0.1165 - accuracy: 0.9905
2024-12-07 05:18:21.544786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 14:32 - loss: 0.1131 - accuracy: 0.9908
2024-12-07 05:18:21.759647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 13:37 - loss: 0.1098 - accuracy: 0.9911
2024-12-07 05:18:21.976655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 12:46 - loss: 0.1071 - accuracy: 0.9913
2024-12-07 05:18:22.198909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 11:57 - loss: 0.1042 - accuracy: 0.9916
2024-12-07 05:18:22.419600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 11:11 - loss: 0.1014 - accuracy: 0.9918
2024-12-07 05:18:22.694565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 10:27 - loss: 0.1027 - accuracy: 0.9912
2024-12-07 05:18:22.902466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:46 - loss: 0.1002 - accuracy: 0.9914 
2024-12-07 05:18:23.115478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 18:21 - loss: 0.1245 - accuracy: 0.9909
2024-12-07 05:35:12.339352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 17:06 - loss: 0.1296 - accuracy: 0.9903
2024-12-07 05:35:12.585261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 15:54 - loss: 0.1400 - accuracy: 0.9891
2024-12-07 05:35:12.826540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 14:45 - loss: 0.1891 - accuracy: 0.9886
2024-12-07 05:35:13.045860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 13:39 - loss: 0.1849 - accuracy: 0.9889
2024-12-07 05:35:13.278203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 12:37 - loss: 0.1865 - accuracy: 0.9885
2024-12-07 05:35:13.497374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 11:37 - loss: 0.1847 - accuracy: 0.9880
2024-12-07 05:35:13.792583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 10:39 - loss: 0.1809 - accuracy: 0.9883
2024-12-07 05:35:14.003192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 9:44 - loss: 0.1929 - accuracy: 0.9879 
2024-12-07 05:35:14.219427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 8:52 - loss: 0.2555 - accuracy: 0.9875
2024-12-07 05:35:14.450763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 8:01 - loss: 0.2505 - accuracy: 0.9877
2024-12-07 05:35:14.664348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 7:12 - loss: 0.2927 - accuracy: 0.9868
2024-12-07 05:35:14.880909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 6:25 - loss: 0.2871 - accuracy: 0.9870
2024-12-07 05:35:15.107203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 5:40 - loss: 0.2818 - accuracy: 0.9873
2024-12-07 05:35:15.321199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 4:57 - loss: 0.2767 - accuracy: 0.9875
2024-12-07 05:35:15.531566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 4:15 - loss: 0.2903 - accuracy: 0.9872
2024-12-07 05:35:15.743211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 3:35 - loss: 0.2852 - accuracy: 0.9874
2024-12-07 05:35:15.954034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2:56 - loss: 0.2803 - accuracy: 0.9876
2024-12-07 05:35:16.165843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2:18 - loss: 0.2756 - accuracy: 0.9878
2024-12-07 05:35:16.434342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1:42 - loss: 0.2710 - accuracy: 0.9880
2024-12-07 05:35:16.640301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1:06 - loss: 0.2665 - accuracy: 0.9882
2024-12-07 05:35:16.846637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2601 - accuracy: 0.9885 
2024-12-07 05:35:17.053204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 2752s 44s/step - loss: 0.2601 - accuracy: 0.9885 - val_loss: 0.6969 - val_accuracy: 0.9800
Epoch 32/50
2024-12-07 05:47:40.854521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 05:47:41.131639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.6036 - accuracy: 0.9688    
2024-12-07 05:47:41.340607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.4024 - accuracy: 0.9792
2024-12-07 05:47:41.554239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.3018 - accuracy: 0.9844
2024-12-07 05:47:41.772242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.2414 - accuracy: 0.9875
2024-12-07 05:47:41.994263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3586 - accuracy: 0.9844
2024-12-07 05:47:42.218467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3074 - accuracy: 0.9866
2024-12-07 05:47:42.437617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.3428 - accuracy: 0.9805
2024-12-07 05:47:42.661919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.3047 - accuracy: 0.9826
2024-12-07 05:47:42.879935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.2742 - accuracy: 0.9844
2024-12-07 05:47:43.173412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3301 - accuracy: 0.9830
2024-12-07 05:47:43.382749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3026 - accuracy: 0.9844
2024-12-07 05:47:43.596114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.2815 - accuracy: 0.9832
2024-12-07 05:47:43.812707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.4624 - accuracy: 0.9821
2024-12-07 05:47:44.035599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.4315 - accuracy: 0.9833
2024-12-07 05:47:44.251744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.4046 - accuracy: 0.9844
2024-12-07 05:47:44.468408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3808 - accuracy: 0.9853
2024-12-07 05:47:44.689303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3596 - accuracy: 0.9861
2024-12-07 05:47:44.917047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3407 - accuracy: 0.9868 
2024-12-07 05:47:45.131742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3237 - accuracy: 0.9875
2024-12-07 05:47:45.401501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3083 - accuracy: 0.9881
2024-12-07 05:47:45.610151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2942 - accuracy: 0.9886
2024-12-07 05:47:45.824551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.2814 - accuracy: 0.9891
2024-12-07 05:47:46.040296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.2697 - accuracy: 0.9896
2024-12-07 05:47:46.257741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.2788 - accuracy: 0.9887
2024-12-07 05:47:46.482221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2771 - accuracy: 0.9880
2024-12-07 05:47:46.700113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2668 - accuracy: 0.9884
2024-12-07 05:47:46.925364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.2765 - accuracy: 0.9877
2024-12-07 05:47:47.147684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.3537 - accuracy: 0.9860
2024-12-07 05:47:47.434264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.3419 - accuracy: 0.9865
2024-12-07 05:47:47.643283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.3309 - accuracy: 0.9869
2024-12-07 05:47:47.856734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.3258 - accuracy: 0.9863
2024-12-07 05:47:48.074957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.3160 - accuracy: 0.9867
2024-12-07 05:47:48.291607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.3067 - accuracy: 0.9871
2024-12-07 05:47:48.516843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.2979 - accuracy: 0.9875
2024-12-07 05:47:48.733771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.2898 - accuracy: 0.9878
2024-12-07 05:47:48.959240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.2866 - accuracy: 0.9873
2024-12-07 05:47:49.180794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.2790 - accuracy: 0.9877
2024-12-07 05:47:49.406114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.2757 - accuracy: 0.9872
2024-12-07 05:47:49.697783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.3568 - accuracy: 0.9867
2024-12-07 05:47:49.925656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 0.3481 - accuracy: 0.9870
2024-12-07 05:47:50.143532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.3398 - accuracy: 0.9874
2024-12-07 05:47:50.368005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.3389 - accuracy: 0.9869
2024-12-07 05:47:50.586932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.3639 - accuracy: 0.9865
2024-12-07 05:47:50.811905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.3811 - accuracy: 0.9854
2024-12-07 05:47:51.035702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.3816 - accuracy: 0.9851
2024-12-07 05:47:51.273637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.4118 - accuracy: 0.9834
2024-12-07 05:47:51.549964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.4061 - accuracy: 0.9831
2024-12-07 05:47:51.759767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.4392 - accuracy: 0.9828
2024-12-07 05:47:51.977108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 0.4304 - accuracy: 0.9831
2024-12-07 05:47:52.203788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.4220 - accuracy: 0.9835
2024-12-07 05:47:52.422227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.4139 - accuracy: 0.9838
2024-12-07 05:47:52.653793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4061 - accuracy: 0.9841
2024-12-07 05:47:52.874555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3986 - accuracy: 0.9844
2024-12-07 05:47:53.098538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.3913 - accuracy: 0.9847
2024-12-07 05:47:53.315112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.3843 - accuracy: 0.9849
2024-12-07 05:47:53.539773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3776 - accuracy: 0.9852
2024-12-07 05:47:53.756315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3726 - accuracy: 0.9849
2024-12-07 05:47:53.980250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.3706 - accuracy: 0.9846
2024-12-07 05:47:54.196842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3645 - accuracy: 0.9849
2024-12-07 05:47:54.421982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3585 - accuracy: 0.9851
2024-12-07 05:47:54.641449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3499 - accuracy: 0.9855
2024-12-07 05:47:54.865350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 42s 677ms/step - loss: 0.3499 - accuracy: 0.9855 - val_loss: 0.6157 - val_accuracy: 0.9820
Epoch 33/50
2024-12-07 05:48:23.107986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 05:48:23.388284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.4680 - accuracy: 0.9844    
2024-12-07 05:48:23.597370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.3120 - accuracy: 0.9896
2024-12-07 05:48:23.811783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.2340 - accuracy: 0.9922
2024-12-07 05:48:24.028390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.1872 - accuracy: 0.9937
2024-12-07 05:48:24.254186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1560 - accuracy: 0.9948
2024-12-07 05:48:24.476242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.1337 - accuracy: 0.9955
2024-12-07 05:48:24.698551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.1266 - accuracy: 0.9922
2024-12-07 05:48:24.916806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.1339 - accuracy: 0.9896
2024-12-07 05:48:25.144370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.1205 - accuracy: 0.9906
2024-12-07 05:48:25.362190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.1096 - accuracy: 0.9915
2024-12-07 05:48:25.585630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.2968 - accuracy: 0.9896
2024-12-07 05:48:25.809155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 0.2739 - accuracy: 0.9904
2024-12-07 05:48:26.025815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.2658 - accuracy: 0.9888
2024-12-07 05:48:26.242700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2724 - accuracy: 0.9875
2024-12-07 05:48:26.464967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 47:13 - loss: 0.2555 - accuracy: 0.9883
2024-12-07 06:03:27.853851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 43:20 - loss: 0.2515 - accuracy: 0.9871
2024-12-07 06:03:28.066082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 39:55 - loss: 0.2375 - accuracy: 0.9878
2024-12-07 06:03:28.381683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 36:52 - loss: 0.2250 - accuracy: 0.9885
2024-12-07 06:03:28.591745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 34:09 - loss: 0.2174 - accuracy: 0.9875
2024-12-07 06:03:28.806553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 31:41 - loss: 0.2070 - accuracy: 0.9881
2024-12-07 06:03:29.022033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 29:28 - loss: 0.1976 - accuracy: 0.9886
2024-12-07 06:03:29.236792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 27:27 - loss: 0.1890 - accuracy: 0.9891
2024-12-07 06:03:29.451368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 25:36 - loss: 0.1812 - accuracy: 0.9896
2024-12-07 06:03:29.668238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 23:55 - loss: 0.1748 - accuracy: 0.9900
2024-12-07 06:03:29.889913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 22:21 - loss: 0.1680 - accuracy: 0.9904
2024-12-07 06:03:30.115787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 20:55 - loss: 0.1634 - accuracy: 0.9896
2024-12-07 06:03:30.331873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 19:36 - loss: 0.1576 - accuracy: 0.9900
2024-12-07 06:03:30.612463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 18:21 - loss: 0.1522 - accuracy: 0.9903
2024-12-07 06:03:30.824355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 17:12 - loss: 0.1489 - accuracy: 0.9896
2024-12-07 06:03:31.039505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 16:08 - loss: 0.1441 - accuracy: 0.9899
2024-12-07 06:03:31.255793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 15:08 - loss: 0.1396 - accuracy: 0.9902
2024-12-07 06:03:31.472107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 14:11 - loss: 0.1614 - accuracy: 0.9896
2024-12-07 06:03:31.687090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 13:18 - loss: 0.1566 - accuracy: 0.9899
2024-12-07 06:03:31.901088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 12:28 - loss: 0.1522 - accuracy: 0.9902
2024-12-07 06:03:32.115633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 11:41 - loss: 0.1479 - accuracy: 0.9905
2024-12-07 06:03:32.331599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 10:56 - loss: 0.1439 - accuracy: 0.9907
2024-12-07 06:03:32.547960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 10:14 - loss: 0.1450 - accuracy: 0.9901
2024-12-07 06:03:32.762870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 9:34 - loss: 0.1413 - accuracy: 0.9904 
2024-12-07 06:03:32.979270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 8:56 - loss: 0.1378 - accuracy: 0.9906
2024-12-07 06:03:33.189305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 8:20 - loss: 0.1344 - accuracy: 0.9909
2024-12-07 06:03:33.406481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7:46 - loss: 0.1312 - accuracy: 0.9911
2024-12-07 06:03:33.620028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:13 - loss: 0.1282 - accuracy: 0.9913
2024-12-07 06:03:33.836155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6:42 - loss: 0.1329 - accuracy: 0.9893
2024-12-07 06:03:34.051253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:12 - loss: 0.1299 - accuracy: 0.9896
2024-12-07 06:03:34.274898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5:44 - loss: 0.1413 - accuracy: 0.9885
2024-12-07 06:03:34.490306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:16 - loss: 0.1531 - accuracy: 0.9880
2024-12-07 06:03:34.705618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4:50 - loss: 0.1499 - accuracy: 0.9883
2024-12-07 06:03:34.920100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:25 - loss: 0.1542 - accuracy: 0.9879
2024-12-07 06:03:35.136573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:01 - loss: 0.1512 - accuracy: 0.9881
2024-12-07 06:03:35.360758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3:38 - loss: 0.1482 - accuracy: 0.9884
2024-12-07 06:03:35.639225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:16 - loss: 0.1453 - accuracy: 0.9886
2024-12-07 06:03:35.848487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2:55 - loss: 0.1508 - accuracy: 0.9882
2024-12-07 06:03:36.063253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:35 - loss: 0.1568 - accuracy: 0.9878
2024-12-07 06:03:36.280375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:15 - loss: 0.2746 - accuracy: 0.9864
2024-12-07 06:03:36.495486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:56 - loss: 0.2727 - accuracy: 0.9860
2024-12-07 06:03:36.711122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:37 - loss: 0.2725 - accuracy: 0.9857
2024-12-07 06:03:36.928693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:20 - loss: 0.2757 - accuracy: 0.9855
2024-12-07 06:03:37.144526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:03 - loss: 0.2710 - accuracy: 0.9857
2024-12-07 06:03:37.362409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 46s - loss: 0.2665 - accuracy: 0.9859 
2024-12-07 06:03:37.639311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 30s - loss: 0.2679 - accuracy: 0.9857
2024-12-07 06:03:37.846135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2615 - accuracy: 0.9860 
2024-12-07 06:03:38.052652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 921s 15s/step - loss: 0.2615 - accuracy: 0.9860 - val_loss: 0.7032 - val_accuracy: 0.9820
Epoch 34/50
2024-12-07 06:03:43.905926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 16s - loss: 4.9546e-07 - accuracy: 1.0000
2024-12-07 06:03:44.180845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 1.0578 - accuracy: 0.9688    
2024-12-07 06:03:44.390061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.7052 - accuracy: 0.9792
2024-12-07 06:03:44.610513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.5289 - accuracy: 0.9844
2024-12-07 06:03:44.835891: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.4231 - accuracy: 0.9875
2024-12-07 06:03:45.051749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3537 - accuracy: 0.9896
2024-12-07 06:03:45.266201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3031 - accuracy: 0.9911
2024-12-07 06:03:45.547961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.2652 - accuracy: 0.9922
2024-12-07 06:03:45.767365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.2366 - accuracy: 0.9931
2024-12-07 06:03:45.991910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.2129 - accuracy: 0.9937
2024-12-07 06:03:46.205256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.1936 - accuracy: 0.9943
2024-12-07 06:03:46.421637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.1774 - accuracy: 0.9948
2024-12-07 06:03:46.635955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.4400 - accuracy: 0.9904
2024-12-07 06:03:46.851913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.4291 - accuracy: 0.9888
2024-12-07 06:03:47.070771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.4005 - accuracy: 0.9896
2024-12-07 06:03:47.295243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.3755 - accuracy: 0.9902
2024-12-07 06:03:47.521191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3534 - accuracy: 0.9908
2024-12-07 06:03:47.812553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3693 - accuracy: 0.9896
2024-12-07 06:03:48.040296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3750 - accuracy: 0.9868 
2024-12-07 06:03:48.267214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3632 - accuracy: 0.9859
2024-12-07 06:03:48.485665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3459 - accuracy: 0.9866
2024-12-07 06:03:48.715487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3371 - accuracy: 0.9858
2024-12-07 06:03:48.936109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.3225 - accuracy: 0.9864
2024-12-07 06:03:49.164932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.3090 - accuracy: 0.9870
2024-12-07 06:03:49.389849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.2967 - accuracy: 0.9875
2024-12-07 06:03:49.610492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2852 - accuracy: 0.9880
2024-12-07 06:03:49.889341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2803 - accuracy: 0.9873
2024-12-07 06:03:50.102959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2:00 - loss: 0.2703 - accuracy: 0.9877
2024-12-07 06:05:17.170204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 1:53 - loss: 0.2881 - accuracy: 0.9860
2024-12-07 06:05:17.408255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 1:46 - loss: 0.2785 - accuracy: 0.9865
2024-12-07 06:05:17.636410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 1:39 - loss: 0.2840 - accuracy: 0.9859
2024-12-07 06:05:17.874488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 1:33 - loss: 0.2751 - accuracy: 0.9863
2024-12-07 06:05:18.098341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 1:28 - loss: 0.2668 - accuracy: 0.9867
2024-12-07 06:05:18.323370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 1:22 - loss: 0.2589 - accuracy: 0.9871
2024-12-07 06:05:18.552044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 1:17 - loss: 0.2515 - accuracy: 0.9875
2024-12-07 06:05:18.827478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 1:13 - loss: 0.3036 - accuracy: 0.9870
2024-12-07 06:05:19.073746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 1:08 - loss: 0.2954 - accuracy: 0.9873
2024-12-07 06:05:19.298229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 1:04 - loss: 0.3043 - accuracy: 0.9868
2024-12-07 06:05:19.525591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 1:00 - loss: 0.3281 - accuracy: 0.9864
2024-12-07 06:05:19.765125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 56s - loss: 0.3199 - accuracy: 0.9867 
2024-12-07 06:05:20.000468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 52s - loss: 0.3327 - accuracy: 0.9855
2024-12-07 06:05:20.243039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 49s - loss: 0.3785 - accuracy: 0.9851
2024-12-07 06:05:20.488507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 46s - loss: 0.3697 - accuracy: 0.9855
2024-12-07 06:05:20.806625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 42s - loss: 0.3613 - accuracy: 0.9858
2024-12-07 06:05:21.026939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 39s - loss: 0.3533 - accuracy: 0.9861
2024-12-07 06:05:21.250554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 36s - loss: 0.3456 - accuracy: 0.9864
2024-12-07 06:05:21.466255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 33s - loss: 0.3642 - accuracy: 0.9860
2024-12-07 06:05:21.680988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 31s - loss: 0.3876 - accuracy: 0.9850
2024-12-07 06:05:21.896900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 28s - loss: 0.3812 - accuracy: 0.9847
2024-12-07 06:05:22.117531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 26s - loss: 0.3736 - accuracy: 0.9850
2024-12-07 06:05:22.338980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 23s - loss: 0.3662 - accuracy: 0.9853
2024-12-07 06:05:22.584184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 21s - loss: 0.3592 - accuracy: 0.9856
2024-12-07 06:05:22.800836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 19s - loss: 0.3568 - accuracy: 0.9853
2024-12-07 06:05:23.017054: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 16s - loss: 0.3551 - accuracy: 0.9850
2024-12-07 06:05:23.235208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 14s - loss: 0.3487 - accuracy: 0.9852
2024-12-07 06:05:23.452305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 12s - loss: 0.3476 - accuracy: 0.9844
2024-12-07 06:05:23.664324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 10s - loss: 0.3415 - accuracy: 0.9846
2024-12-07 06:05:23.876657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 8s - loss: 0.3356 - accuracy: 0.9849 
2024-12-07 06:05:24.088323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:12 - loss: 0.3539 - accuracy: 0.9846
2024-12-07 06:21:19.322229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 53s - loss: 0.3480 - accuracy: 0.9849 
2024-12-07 06:21:19.615609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 35s - loss: 0.3803 - accuracy: 0.9836
2024-12-07 06:21:19.848488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3911 - accuracy: 0.9830 
2024-12-07 06:21:20.069268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1131s 18s/step - loss: 0.3911 - accuracy: 0.9830 - val_loss: 0.6452 - val_accuracy: 0.9850
Epoch 35/50
2024-12-07 06:22:35.363658: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.2189 - accuracy: 0.9688
2024-12-07 06:22:35.642066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.1095 - accuracy: 0.9844
2024-12-07 06:22:35.852131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0730 - accuracy: 0.9896
2024-12-07 06:22:36.067926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.0547 - accuracy: 0.9922
2024-12-07 06:22:36.291644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.0438 - accuracy: 0.9937
2024-12-07 06:22:36.508495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.0365 - accuracy: 0.9948
2024-12-07 06:22:36.728698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.0313 - accuracy: 0.9955
2024-12-07 06:22:36.950042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.0274 - accuracy: 0.9961
2024-12-07 06:22:37.177850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.0980 - accuracy: 0.9931
2024-12-07 06:22:37.395213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.3946 - accuracy: 0.9906
2024-12-07 06:22:37.679595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3588 - accuracy: 0.9915
2024-12-07 06:22:37.888051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3289 - accuracy: 0.9922
2024-12-07 06:22:38.096642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.3036 - accuracy: 0.9928
2024-12-07 06:22:38.309265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.2819 - accuracy: 0.9933
2024-12-07 06:22:38.525462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2631 - accuracy: 0.9937
2024-12-07 06:22:38.747875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.2467 - accuracy: 0.9941
2024-12-07 06:22:38.974457: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.2321 - accuracy: 0.9945
2024-12-07 06:22:39.189387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 0.2192 - accuracy: 0.9948 
2024-12-07 06:22:39.407092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.2336 - accuracy: 0.9934
2024-12-07 06:22:39.630723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.2219 - accuracy: 0.9937
2024-12-07 06:22:39.858490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.2114 - accuracy: 0.9940
2024-12-07 06:22:40.074753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3006 - accuracy: 0.9901
2024-12-07 06:22:40.294493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.2875 - accuracy: 0.9905
2024-12-07 06:22:40.515563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.2756 - accuracy: 0.9909
2024-12-07 06:22:40.738505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 25:51 - loss: 0.2645 - accuracy: 0.9912
2024-12-07 06:38:55.557558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 24:10 - loss: 0.2544 - accuracy: 0.9916
2024-12-07 06:38:55.856424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 22:37 - loss: 0.2449 - accuracy: 0.9919
2024-12-07 06:38:56.079192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 21:11 - loss: 0.2362 - accuracy: 0.9922
2024-12-07 06:38:56.305875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 19:51 - loss: 0.2281 - accuracy: 0.9925
2024-12-07 06:38:56.535323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 18:36 - loss: 0.2317 - accuracy: 0.9917
2024-12-07 06:38:56.753633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 17:26 - loss: 0.2440 - accuracy: 0.9909
2024-12-07 06:38:56.980310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 16:21 - loss: 0.2701 - accuracy: 0.9902
2024-12-07 06:38:57.198799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 15:20 - loss: 0.2629 - accuracy: 0.9896
2024-12-07 06:38:57.480925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 14:23 - loss: 0.2853 - accuracy: 0.9890
2024-12-07 06:38:57.691943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 13:28 - loss: 0.2772 - accuracy: 0.9893
2024-12-07 06:38:57.906164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 12:37 - loss: 0.3027 - accuracy: 0.9887
2024-12-07 06:38:58.123941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 11:49 - loss: 0.2945 - accuracy: 0.9890
2024-12-07 06:38:58.351038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 11:04 - loss: 0.2868 - accuracy: 0.9893
2024-12-07 06:38:58.565211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 10:20 - loss: 0.2794 - accuracy: 0.9896
2024-12-07 06:38:58.780553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:39 - loss: 0.2724 - accuracy: 0.9898 
2024-12-07 06:38:58.994800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 9:00 - loss: 0.2658 - accuracy: 0.9901
2024-12-07 06:38:59.211121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 8:23 - loss: 0.2607 - accuracy: 0.9896
2024-12-07 06:38:59.425701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:48 - loss: 0.2546 - accuracy: 0.9898
2024-12-07 06:38:59.641673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 7:14 - loss: 0.2930 - accuracy: 0.9893
2024-12-07 06:38:59.942549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:42 - loss: 0.2865 - accuracy: 0.9896
2024-12-07 06:39:00.152162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 6:43 - loss: 0.2933 - accuracy: 0.9885
2024-12-07 06:40:23.552761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 6:11 - loss: 0.2892 - accuracy: 0.9880
2024-12-07 06:40:23.790808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5:40 - loss: 0.2986 - accuracy: 0.9876
2024-12-07 06:40:24.004987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 5:11 - loss: 0.3158 - accuracy: 0.9872
2024-12-07 06:40:24.232373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:43 - loss: 0.3264 - accuracy: 0.9869
2024-12-07 06:40:24.448477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4:16 - loss: 0.3280 - accuracy: 0.9865
2024-12-07 06:40:24.665630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:50 - loss: 0.3216 - accuracy: 0.9868
2024-12-07 06:40:24.887459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:25 - loss: 0.3156 - accuracy: 0.9870
2024-12-07 06:40:25.112519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3:01 - loss: 0.3097 - accuracy: 0.9873
2024-12-07 06:40:25.331439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:38 - loss: 0.3041 - accuracy: 0.9875
2024-12-07 06:40:25.549157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:16 - loss: 0.2996 - accuracy: 0.9872
2024-12-07 06:40:25.766316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:54 - loss: 0.2944 - accuracy: 0.9874
2024-12-07 06:40:25.978550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:33 - loss: 0.2955 - accuracy: 0.9871
2024-12-07 06:40:26.190701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:13 - loss: 0.3198 - accuracy: 0.9868
2024-12-07 06:40:26.402549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 54s - loss: 0.3145 - accuracy: 0.9870 
2024-12-07 06:40:26.614401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 35s - loss: 0.3161 - accuracy: 0.9867
2024-12-07 06:40:26.825938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3085 - accuracy: 0.9870 
2024-12-07 06:40:27.038136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1078s 17s/step - loss: 0.3085 - accuracy: 0.9870 - val_loss: 0.7989 - val_accuracy: 0.9850
Epoch 36/50
2024-12-07 06:40:33.079175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 06:40:33.356432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 2.3809 - accuracy: 0.9531    
2024-12-07 06:40:33.565771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 1.8026 - accuracy: 0.9375
2024-12-07 06:40:33.783048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 1.3563 - accuracy: 0.9531
2024-12-07 06:40:34.009078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 1.0850 - accuracy: 0.9625
2024-12-07 06:40:34.227002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.9042 - accuracy: 0.9688
2024-12-07 06:40:34.443883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.8916 - accuracy: 0.9688
2024-12-07 06:40:34.672049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.7801 - accuracy: 0.9727
2024-12-07 06:40:34.888709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.6934 - accuracy: 0.9757
2024-12-07 06:40:35.190023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.6241 - accuracy: 0.9781
2024-12-07 06:40:35.398328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 1:19:23 - loss: 0.6662 - accuracy: 0.9744
2024-12-07 06:55:49.350471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 1:10:48 - loss: 0.6106 - accuracy: 0.9766
2024-12-07 06:55:49.605349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 1:03:38 - loss: 0.5637 - accuracy: 0.9784
2024-12-07 06:55:49.837975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 57:35 - loss: 0.5234 - accuracy: 0.9799  
2024-12-07 06:55:50.071210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 52:23 - loss: 0.5172 - accuracy: 0.9792
2024-12-07 06:55:50.284975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 47:53 - loss: 0.4849 - accuracy: 0.9805
2024-12-07 06:55:50.505143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 43:57 - loss: 0.4581 - accuracy: 0.9798
2024-12-07 06:55:50.726940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 40:29 - loss: 0.4395 - accuracy: 0.9792
2024-12-07 06:55:51.027543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 37:23 - loss: 0.4164 - accuracy: 0.9803
2024-12-07 06:55:51.239303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 34:37 - loss: 0.3956 - accuracy: 0.9812
2024-12-07 06:55:51.457647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 32:08 - loss: 0.3767 - accuracy: 0.9821
2024-12-07 06:55:51.688725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 29:53 - loss: 0.3743 - accuracy: 0.9815
2024-12-07 06:55:51.903369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 27:50 - loss: 0.3618 - accuracy: 0.9810
2024-12-07 06:55:52.119524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 25:58 - loss: 0.3467 - accuracy: 0.9818
2024-12-07 06:55:52.338517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 24:15 - loss: 0.3329 - accuracy: 0.9825
2024-12-07 06:55:52.561997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 22:40 - loss: 0.3200 - accuracy: 0.9832
2024-12-07 06:55:52.788671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 21:13 - loss: 0.3082 - accuracy: 0.9838
2024-12-07 06:55:53.044525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 19:52 - loss: 0.3454 - accuracy: 0.9833
2024-12-07 06:55:53.254281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 18:37 - loss: 0.3502 - accuracy: 0.9828
2024-12-07 06:55:53.469115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 17:27 - loss: 0.3386 - accuracy: 0.9833
2024-12-07 06:55:53.685202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 16:21 - loss: 0.3276 - accuracy: 0.9839
2024-12-07 06:55:53.909489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 15:20 - loss: 0.3174 - accuracy: 0.9844
2024-12-07 06:55:54.127246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 14:24 - loss: 0.3078 - accuracy: 0.9848
2024-12-07 06:55:55.396590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 13:30 - loss: 0.3013 - accuracy: 0.9844
2024-12-07 06:55:55.642681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 12:39 - loss: 0.2927 - accuracy: 0.9848
2024-12-07 06:55:55.855226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 11:51 - loss: 0.3129 - accuracy: 0.9844
2024-12-07 06:55:56.081178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 11:06 - loss: 0.3045 - accuracy: 0.9848
2024-12-07 06:55:56.307905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 10:23 - loss: 0.2965 - accuracy: 0.9852
2024-12-07 06:55:56.522324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 9:43 - loss: 0.2933 - accuracy: 0.9848 
2024-12-07 06:55:56.738607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:04 - loss: 0.2860 - accuracy: 0.9852
2024-12-07 06:55:56.953535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 8:28 - loss: 0.3081 - accuracy: 0.9840
2024-12-07 06:55:57.169884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7:53 - loss: 0.3102 - accuracy: 0.9836
2024-12-07 06:55:57.391400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:20 - loss: 0.3030 - accuracy: 0.9840
2024-12-07 06:55:57.618029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6:48 - loss: 0.2961 - accuracy: 0.9844
2024-12-07 06:55:57.898554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:18 - loss: 0.2896 - accuracy: 0.9847
2024-12-07 06:55:58.106993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5:49 - loss: 0.4013 - accuracy: 0.9837
2024-12-07 06:55:58.318793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:21 - loss: 0.3931 - accuracy: 0.9840
2024-12-07 06:55:58.534228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4:55 - loss: 0.3850 - accuracy: 0.9844
2024-12-07 06:55:58.755545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:29 - loss: 0.3919 - accuracy: 0.9834
2024-12-07 06:55:58.976975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:05 - loss: 0.3840 - accuracy: 0.9837
2024-12-07 06:55:59.198438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3:42 - loss: 0.3776 - accuracy: 0.9835
2024-12-07 06:55:59.420210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:19 - loss: 0.3823 - accuracy: 0.9832
2024-12-07 06:55:59.644883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2:58 - loss: 0.3850 - accuracy: 0.9829
2024-12-07 06:55:59.871184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:37 - loss: 0.3823 - accuracy: 0.9826
2024-12-07 06:56:00.081569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:17 - loss: 0.3883 - accuracy: 0.9824
2024-12-07 06:56:00.291745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:58 - loss: 0.3978 - accuracy: 0.9816
2024-12-07 06:56:00.503135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:39 - loss: 0.3909 - accuracy: 0.9819
2024-12-07 06:56:00.717949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:21 - loss: 0.3841 - accuracy: 0.9822
2024-12-07 06:56:00.935332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:03 - loss: 0.3776 - accuracy: 0.9825
2024-12-07 06:56:01.156216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 47s - loss: 0.3754 - accuracy: 0.9823 
2024-12-07 06:56:01.372763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 30s - loss: 0.3724 - accuracy: 0.9821
2024-12-07 06:56:01.666197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3635 - accuracy: 0.9825 
2024-12-07 06:56:01.872321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1984s 32s/step - loss: 0.3635 - accuracy: 0.9825 - val_loss: 0.7949 - val_accuracy: 0.9810
Epoch 37/50
2024-12-07 07:13:36.740692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 07:13:37.033353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0729 - accuracy: 0.9844    
2024-12-07 07:13:37.244247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0486 - accuracy: 0.9896
2024-12-07 07:13:37.459799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.2891 - accuracy: 0.9844
2024-12-07 07:13:37.674920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.2325 - accuracy: 0.9875
2024-12-07 07:13:37.893680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1938 - accuracy: 0.9896
2024-12-07 07:13:38.118088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.7897 - accuracy: 0.9732
2024-12-07 07:13:38.333294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.8470 - accuracy: 0.9727
2024-12-07 07:13:38.550433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.7529 - accuracy: 0.9757
2024-12-07 07:13:38.776050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.6776 - accuracy: 0.9781
2024-12-07 07:13:39.073019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.6160 - accuracy: 0.9801
2024-12-07 07:13:39.299351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.5647 - accuracy: 0.9818
2024-12-07 07:13:39.522173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.5212 - accuracy: 0.9832
2024-12-07 07:13:39.743216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.4840 - accuracy: 0.9844
2024-12-07 07:13:39.967456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.4517 - accuracy: 0.9854
2024-12-07 07:13:40.183509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.4235 - accuracy: 0.9863
2024-12-07 07:13:40.399715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3986 - accuracy: 0.9871
2024-12-07 07:13:40.614892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3764 - accuracy: 0.9878
2024-12-07 07:13:40.831589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3566 - accuracy: 0.9885 
2024-12-07 07:13:41.046973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.3388 - accuracy: 0.9891
2024-12-07 07:13:41.332518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3227 - accuracy: 0.9896
2024-12-07 07:13:41.541606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3080 - accuracy: 0.9901
2024-12-07 07:13:41.756456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.4205 - accuracy: 0.9878
2024-12-07 07:13:41.972665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.4030 - accuracy: 0.9883
2024-12-07 07:13:42.202434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.4908 - accuracy: 0.9875
2024-12-07 07:13:42.416076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.4719 - accuracy: 0.9880
2024-12-07 07:13:42.633949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.4934 - accuracy: 0.9873
2024-12-07 07:13:42.856434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.4758 - accuracy: 0.9877
2024-12-07 07:13:43.124567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.4595 - accuracy: 0.9881
2024-12-07 07:13:43.365817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 18:52 - loss: 0.4796 - accuracy: 0.9875
2024-12-07 07:30:12.404008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 17:41 - loss: 0.4642 - accuracy: 0.9879
2024-12-07 07:30:12.648418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 16:35 - loss: 0.5047 - accuracy: 0.9873
2024-12-07 07:30:12.864950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 15:33 - loss: 0.4894 - accuracy: 0.9877
2024-12-07 07:30:13.101118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 14:35 - loss: 0.4750 - accuracy: 0.9881
2024-12-07 07:30:13.319413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 13:40 - loss: 0.4614 - accuracy: 0.9884
2024-12-07 07:30:13.533343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 12:48 - loss: 0.4486 - accuracy: 0.9887
2024-12-07 07:30:13.748804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 12:00 - loss: 0.4419 - accuracy: 0.9882
2024-12-07 07:30:13.966006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 11:13 - loss: 0.4303 - accuracy: 0.9885
2024-12-07 07:30:14.199630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 10:29 - loss: 0.4193 - accuracy: 0.9888
2024-12-07 07:30:14.432664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:48 - loss: 0.4854 - accuracy: 0.9883 
2024-12-07 07:30:14.673855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 9:08 - loss: 0.4758 - accuracy: 0.9878
2024-12-07 07:30:14.891400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 8:31 - loss: 0.4645 - accuracy: 0.9881
2024-12-07 07:30:15.110844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:55 - loss: 0.4552 - accuracy: 0.9876
2024-12-07 07:30:15.338278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 7:21 - loss: 0.4448 - accuracy: 0.9879
2024-12-07 07:30:15.574624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:48 - loss: 0.4620 - accuracy: 0.9875
2024-12-07 07:30:15.796211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 6:17 - loss: 0.5147 - accuracy: 0.9864
2024-12-07 07:30:16.085974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:47 - loss: 0.5633 - accuracy: 0.9847
2024-12-07 07:30:16.328831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5:18 - loss: 0.5776 - accuracy: 0.9844
2024-12-07 07:30:16.545902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:51 - loss: 0.5713 - accuracy: 0.9841
2024-12-07 07:30:16.763920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:25 - loss: 0.5599 - accuracy: 0.9844
2024-12-07 07:30:16.980109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4:00 - loss: 0.5489 - accuracy: 0.9847
2024-12-07 07:30:17.203568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 6:50 - loss: 0.5471 - accuracy: 0.9844
2024-12-07 07:45:18.499470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 6:05 - loss: 0.5398 - accuracy: 0.9841
2024-12-07 07:45:18.736197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 5:22 - loss: 0.5298 - accuracy: 0.9844
2024-12-07 07:45:18.950941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 4:41 - loss: 0.5202 - accuracy: 0.9847
2024-12-07 07:45:19.241684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 4:02 - loss: 0.5109 - accuracy: 0.9849
2024-12-07 07:45:19.466137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 3:23 - loss: 0.5056 - accuracy: 0.9846
2024-12-07 07:45:19.693618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2:46 - loss: 0.4969 - accuracy: 0.9849
2024-12-07 07:45:19.907411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2:11 - loss: 0.4885 - accuracy: 0.9852
2024-12-07 07:45:20.119165: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1:36 - loss: 0.4963 - accuracy: 0.9839
2024-12-07 07:45:20.331338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1:03 - loss: 0.4882 - accuracy: 0.9841
2024-12-07 07:45:20.543324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4831 - accuracy: 0.9840 
2024-12-07 07:45:20.753478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1910s 31s/step - loss: 0.4831 - accuracy: 0.9840 - val_loss: 0.5832 - val_accuracy: 0.9820
Epoch 38/50
2024-12-07 07:45:26.618065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 5.1781e-07 - accuracy: 1.0000
2024-12-07 07:45:26.894749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.1570 - accuracy: 0.9844    
2024-12-07 07:45:27.103327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.2445 - accuracy: 0.9792
2024-12-07 07:45:27.318902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.1834 - accuracy: 0.9844
2024-12-07 07:45:27.540381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.1467 - accuracy: 0.9875
2024-12-07 07:45:27.763499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1238 - accuracy: 0.9896
2024-12-07 07:45:27.988163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.1291 - accuracy: 0.9866
2024-12-07 07:45:28.202009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.1129 - accuracy: 0.9883
2024-12-07 07:45:28.418076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.1004 - accuracy: 0.9896
2024-12-07 07:45:28.715980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.2562 - accuracy: 0.9875
2024-12-07 07:45:28.943855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.2347 - accuracy: 0.9886
2024-12-07 07:45:29.157351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.2151 - accuracy: 0.9896
2024-12-07 07:45:29.373182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.1986 - accuracy: 0.9904
2024-12-07 07:45:29.602680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.1844 - accuracy: 0.9911
2024-12-07 07:45:29.817794: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2185 - accuracy: 0.9875
2024-12-07 07:45:30.032803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.2048 - accuracy: 0.9883
2024-12-07 07:45:30.256007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.1985 - accuracy: 0.9871
2024-12-07 07:45:30.478342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.1874 - accuracy: 0.9878
2024-12-07 07:45:30.792967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.1787 - accuracy: 0.9868
2024-12-07 07:45:31.002617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.1716 - accuracy: 0.9859 
2024-12-07 07:45:31.218068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.1635 - accuracy: 0.9866
2024-12-07 07:45:31.442131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.1560 - accuracy: 0.9872
2024-12-07 07:45:31.659250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.1495 - accuracy: 0.9878
2024-12-07 07:45:31.872812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.1433 - accuracy: 0.9883
2024-12-07 07:45:32.089102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.1376 - accuracy: 0.9887
2024-12-07 07:45:32.305731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.1323 - accuracy: 0.9892
2024-12-07 07:45:32.521129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.1274 - accuracy: 0.9896
2024-12-07 07:45:32.745545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.1228 - accuracy: 0.9900
2024-12-07 07:45:33.044254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.1186 - accuracy: 0.9903
2024-12-07 07:45:33.275234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.1146 - accuracy: 0.9906
2024-12-07 07:45:33.497254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.1165 - accuracy: 0.9899
2024-12-07 07:45:33.721280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.1128 - accuracy: 0.9902
2024-12-07 07:45:33.953644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.1094 - accuracy: 0.9905
2024-12-07 07:45:34.172459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.1062 - accuracy: 0.9908
2024-12-07 07:45:34.397239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.1032 - accuracy: 0.9911
2024-12-07 07:45:34.616576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.1003 - accuracy: 0.9913
2024-12-07 07:45:34.904965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.0976 - accuracy: 0.9916
2024-12-07 07:45:35.115091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.1128 - accuracy: 0.9910
2024-12-07 07:45:35.333862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.1099 - accuracy: 0.9912
2024-12-07 07:45:35.559596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.1081 - accuracy: 0.9906
2024-12-07 07:45:35.790500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.1054 - accuracy: 0.9909
2024-12-07 07:45:36.008652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.1029 - accuracy: 0.9911
2024-12-07 07:45:36.233957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.1005 - accuracy: 0.9913
2024-12-07 07:45:36.527845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.0983 - accuracy: 0.9915
2024-12-07 07:45:36.765239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.0961 - accuracy: 0.9917
2024-12-07 07:45:36.985342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.1324 - accuracy: 0.9912
2024-12-07 07:45:37.211662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.1296 - accuracy: 0.9914
2024-12-07 07:45:37.444787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.1269 - accuracy: 0.9915
2024-12-07 07:45:37.668384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.1243 - accuracy: 0.9917
2024-12-07 07:45:37.896702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 0.1295 - accuracy: 0.9912
2024-12-07 07:45:38.121955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.1269 - accuracy: 0.9914
2024-12-07 07:45:38.433554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.1245 - accuracy: 0.9916
2024-12-07 07:45:38.667890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.1717 - accuracy: 0.9912
2024-12-07 07:45:38.914590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.1840 - accuracy: 0.9907
2024-12-07 07:45:39.157423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.1807 - accuracy: 0.9909
2024-12-07 07:45:39.417487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.1788 - accuracy: 0.9905
2024-12-07 07:45:39.682830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.1757 - accuracy: 0.9907
2024-12-07 07:45:39.962922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.1958 - accuracy: 0.9903
2024-12-07 07:45:40.347686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2063 - accuracy: 0.9899
2024-12-07 07:45:40.643325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2029 - accuracy: 0.9901
2024-12-07 07:45:40.934555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 30s - loss: 0.2063 - accuracy: 0.9898
2024-12-07 08:00:41.826082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2098 - accuracy: 0.9895 
2024-12-07 08:00:42.098773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 922s 15s/step - loss: 0.2098 - accuracy: 0.9895 - val_loss: 1.0202 - val_accuracy: 0.9790
Epoch 39/50
2024-12-07 08:00:48.441186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.3834 - accuracy: 0.9688
2024-12-07 08:00:48.724429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 1.7600 - accuracy: 0.9688
2024-12-07 08:00:48.932789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 1.1734 - accuracy: 0.9792
2024-12-07 08:00:49.151674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.8914 - accuracy: 0.9766
2024-12-07 08:00:49.374733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.7215 - accuracy: 0.9750
2024-12-07 08:00:49.601214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.6013 - accuracy: 0.9792
2024-12-07 08:00:49.830851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.5154 - accuracy: 0.9821
2024-12-07 08:00:50.047600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.4510 - accuracy: 0.9844
2024-12-07 08:00:50.333977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.4009 - accuracy: 0.9861
2024-12-07 08:00:50.542026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.3608 - accuracy: 0.9875
2024-12-07 08:00:50.753590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3280 - accuracy: 0.9886
2024-12-07 08:00:50.971134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3290 - accuracy: 0.9870
2024-12-07 08:00:51.197340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.4418 - accuracy: 0.9832
2024-12-07 08:00:51.415990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.4102 - accuracy: 0.9844
2024-12-07 08:00:51.639859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.3829 - accuracy: 0.9854
2024-12-07 08:00:51.865484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.3589 - accuracy: 0.9863
2024-12-07 08:00:52.149855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3378 - accuracy: 0.9871
2024-12-07 08:00:52.357440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3322 - accuracy: 0.9861
2024-12-07 08:00:52.569667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.3147 - accuracy: 0.9868 
2024-12-07 08:00:52.786970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.2990 - accuracy: 0.9875
2024-12-07 08:00:53.012795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.2848 - accuracy: 0.9881
2024-12-07 08:00:53.241943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2763 - accuracy: 0.9872
2024-12-07 08:00:53.459293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.2643 - accuracy: 0.9878
2024-12-07 08:00:53.687923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.3242 - accuracy: 0.9870
2024-12-07 08:00:53.906812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.3112 - accuracy: 0.9875
2024-12-07 08:00:54.124883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2993 - accuracy: 0.9880
2024-12-07 08:00:54.349329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2882 - accuracy: 0.9884
2024-12-07 08:00:54.576997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.2779 - accuracy: 0.9888
2024-12-07 08:00:54.807643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.2686 - accuracy: 0.9892
2024-12-07 08:00:55.033648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.2596 - accuracy: 0.9896
2024-12-07 08:00:55.260606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.2518 - accuracy: 0.9899
2024-12-07 08:00:55.480087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.2535 - accuracy: 0.9893
2024-12-07 08:00:55.709295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.2458 - accuracy: 0.9896
2024-12-07 08:00:55.926797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.2386 - accuracy: 0.9899
2024-12-07 08:00:56.153089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.2318 - accuracy: 0.9902
2024-12-07 08:00:56.372618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.2253 - accuracy: 0.9905
2024-12-07 08:00:56.596564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.2192 - accuracy: 0.9907
2024-12-07 08:00:56.813136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.2357 - accuracy: 0.9893
2024-12-07 08:00:57.039216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.2297 - accuracy: 0.9896
2024-12-07 08:00:57.255717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.2239 - accuracy: 0.9898
2024-12-07 08:00:57.526419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 0.2185 - accuracy: 0.9901
2024-12-07 08:00:57.768485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.2133 - accuracy: 0.9903
2024-12-07 08:00:57.988635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.2402 - accuracy: 0.9898
2024-12-07 08:00:58.212003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.2347 - accuracy: 0.9901
2024-12-07 08:00:58.435609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.2295 - accuracy: 0.9903
2024-12-07 08:00:58.649650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.2245 - accuracy: 0.9905
2024-12-07 08:00:58.865641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.2197 - accuracy: 0.9907
2024-12-07 08:00:59.091838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.2303 - accuracy: 0.9902
2024-12-07 08:00:59.323811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.2256 - accuracy: 0.9904
2024-12-07 08:00:59.544194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 0.2210 - accuracy: 0.9906
2024-12-07 08:00:59.769591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.2167 - accuracy: 0.9908
2024-12-07 08:00:59.996890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.2125 - accuracy: 0.9910
2024-12-07 08:01:00.227627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2085 - accuracy: 0.9912
2024-12-07 08:01:00.446713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2047 - accuracy: 0.9913
2024-12-07 08:01:00.663608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2009 - accuracy: 0.9915
2024-12-07 08:01:00.879301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.1974 - accuracy: 0.9916
2024-12-07 08:01:01.093351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.1939 - accuracy: 0.9918
2024-12-07 08:01:01.305597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.1906 - accuracy: 0.9919
2024-12-07 08:01:01.517911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2064 - accuracy: 0.9915
2024-12-07 08:01:01.731209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2058 - accuracy: 0.9911
2024-12-07 08:01:01.944394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2034 - accuracy: 0.9908
2024-12-07 08:01:02.157597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2274 - accuracy: 0.9900
2024-12-07 08:01:02.370699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 20s 317ms/step - loss: 0.2274 - accuracy: 0.9900 - val_loss: 1.4913 - val_accuracy: 0.9750
Epoch 40/50
2024-12-07 08:01:08.380452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 08:01:08.669882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 5.4761e-07 - accuracy: 1.0000
2024-12-07 08:01:08.895579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 0.2561 - accuracy: 0.9896    
2024-12-07 08:01:09.144795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 0.1921 - accuracy: 0.9922
2024-12-07 08:01:09.388498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 14s - loss: 0.3198 - accuracy: 0.9875
2024-12-07 08:01:09.651595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 0.2665 - accuracy: 0.9896
2024-12-07 08:01:09.933101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.4540 - accuracy: 0.9866
2024-12-07 08:01:10.285290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.3972 - accuracy: 0.9883
2024-12-07 08:01:10.800583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 18s - loss: 0.3536 - accuracy: 0.9896
2024-12-07 08:01:11.411390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 18s - loss: 0.3183 - accuracy: 0.9906
2024-12-07 08:01:11.861427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 18s - loss: 0.2893 - accuracy: 0.9915
2024-12-07 08:01:12.226463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 17s - loss: 0.3453 - accuracy: 0.9896
2024-12-07 08:01:12.546025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 17s - loss: 0.3966 - accuracy: 0.9880
2024-12-07 08:01:12.848116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 16s - loss: 0.3683 - accuracy: 0.9888
2024-12-07 08:01:13.139364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 16s - loss: 0.3438 - accuracy: 0.9896
2024-12-07 08:01:13.418128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 16s - loss: 0.3604 - accuracy: 0.9883
2024-12-07 08:01:13.808830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 15s - loss: 0.3392 - accuracy: 0.9890
2024-12-07 08:01:14.086112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 15s - loss: 0.3204 - accuracy: 0.9896
2024-12-07 08:01:14.361610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 14s - loss: 0.3035 - accuracy: 0.9901
2024-12-07 08:01:14.643909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 14s - loss: 0.2883 - accuracy: 0.9906
2024-12-07 08:01:14.934623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 13s - loss: 0.5192 - accuracy: 0.9866
2024-12-07 08:01:15.240701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 13s - loss: 0.5295 - accuracy: 0.9858
2024-12-07 08:01:15.549078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 13s - loss: 0.5906 - accuracy: 0.9837
2024-12-07 08:01:15.942664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 12s - loss: 0.5660 - accuracy: 0.9844
2024-12-07 08:01:16.288906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 12s - loss: 0.6485 - accuracy: 0.9825
2024-12-07 08:01:16.636136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 12s - loss: 0.6385 - accuracy: 0.9820
2024-12-07 08:01:16.990116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 11s - loss: 0.6148 - accuracy: 0.9826
2024-12-07 08:01:17.332387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 11s - loss: 0.5994 - accuracy: 0.9821
2024-12-07 08:01:17.659838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 11s - loss: 0.5788 - accuracy: 0.9828
2024-12-07 08:01:17.986406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 10s - loss: 0.5596 - accuracy: 0.9833
2024-12-07 08:01:18.297268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 10s - loss: 0.5415 - accuracy: 0.9839
2024-12-07 08:01:18.722028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 10s - loss: 0.5246 - accuracy: 0.9844
2024-12-07 08:01:19.014279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.5311 - accuracy: 0.9839 
2024-12-07 08:01:19.316060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 9s - loss: 0.5304 - accuracy: 0.9835
2024-12-07 08:01:19.622152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.5452 - accuracy: 0.9830
2024-12-07 08:01:19.933580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.5301 - accuracy: 0.9835
2024-12-07 08:01:20.239674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.5263 - accuracy: 0.9831
2024-12-07 08:01:20.538267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.5353 - accuracy: 0.9819
2024-12-07 08:01:20.905032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.5264 - accuracy: 0.9816
2024-12-07 08:01:21.236512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.5636 - accuracy: 0.9812
2024-12-07 08:01:21.546312: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.5499 - accuracy: 0.9817
2024-12-07 08:01:21.868903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.5368 - accuracy: 0.9821
2024-12-07 08:01:22.208763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.5243 - accuracy: 0.9826
2024-12-07 08:01:22.543799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.5124 - accuracy: 0.9830
2024-12-07 08:01:22.854431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.5010 - accuracy: 0.9833
2024-12-07 08:01:23.180089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.4901 - accuracy: 0.9837
2024-12-07 08:01:23.561392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.4797 - accuracy: 0.9840
2024-12-07 08:01:23.872009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 11s - loss: 0.4751 - accuracy: 0.9837
2024-12-07 08:01:46.231222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 11s - loss: 0.4654 - accuracy: 0.9841
2024-12-07 08:01:46.528052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 10s - loss: 0.4561 - accuracy: 0.9844
2024-12-07 08:01:46.800326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 9s - loss: 0.5129 - accuracy: 0.9828 
2024-12-07 08:01:47.076273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 8s - loss: 0.5069 - accuracy: 0.9826
2024-12-07 08:01:47.354407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 7s - loss: 0.4973 - accuracy: 0.9829
2024-12-07 08:01:47.632764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 6s - loss: 0.4888 - accuracy: 0.9826
2024-12-07 08:01:47.916433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 5s - loss: 0.4800 - accuracy: 0.9830
2024-12-07 08:01:48.212321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 5s - loss: 0.4714 - accuracy: 0.9833
2024-12-07 08:01:48.519648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 4s - loss: 0.4631 - accuracy: 0.9836
2024-12-07 08:01:48.842097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 3s - loss: 0.4756 - accuracy: 0.9833
2024-12-07 08:01:49.130808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2s - loss: 0.4722 - accuracy: 0.9831
2024-12-07 08:01:49.422913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 2s - loss: 0.4643 - accuracy: 0.9833
2024-12-07 08:01:49.709896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1s - loss: 0.4567 - accuracy: 0.9836
2024-12-07 08:01:50.036900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4458 - accuracy: 0.9840
2024-12-07 08:01:50.263124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 48s 765ms/step - loss: 0.4458 - accuracy: 0.9840 - val_loss: 0.9776 - val_accuracy: 0.9790
Epoch 41/50
2024-12-07 08:01:56.131213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 3.3528e-08 - accuracy: 1.0000
2024-12-07 08:01:56.409091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0069 - accuracy: 1.0000    
2024-12-07 08:01:56.618236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0046 - accuracy: 1.0000
2024-12-07 08:01:56.832142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.0034 - accuracy: 1.0000
2024-12-07 08:01:57.051203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.3734 - accuracy: 0.9937
2024-12-07 08:01:57.281003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.4467 - accuracy: 0.9896
2024-12-07 08:01:57.499535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3829 - accuracy: 0.9911
2024-12-07 08:01:57.725937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.3351 - accuracy: 0.9922
2024-12-07 08:01:57.944597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.2978 - accuracy: 0.9931
2024-12-07 08:01:58.173605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.3498 - accuracy: 0.9875
2024-12-07 08:01:58.402872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3180 - accuracy: 0.9886
2024-12-07 08:01:58.622107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.2944 - accuracy: 0.9870
2024-12-07 08:01:58.846110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.2718 - accuracy: 0.9880
2024-12-07 08:01:59.072286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.3341 - accuracy: 0.9866
2024-12-07 08:01:59.305436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.3118 - accuracy: 0.9875
2024-12-07 08:01:59.523077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.4622 - accuracy: 0.9863
2024-12-07 08:01:59.741995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.4571 - accuracy: 0.9853
2024-12-07 08:01:59.970478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.4317 - accuracy: 0.9861
2024-12-07 08:02:00.268361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.4342 - accuracy: 0.9852 
2024-12-07 08:02:00.482000: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.4125 - accuracy: 0.9859
2024-12-07 08:02:00.701003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.3929 - accuracy: 0.9866
2024-12-07 08:02:00.929371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.3750 - accuracy: 0.9872
2024-12-07 08:02:01.146642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.3587 - accuracy: 0.9878
2024-12-07 08:02:01.374703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.3438 - accuracy: 0.9883
2024-12-07 08:02:01.599673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.3462 - accuracy: 0.9875
2024-12-07 08:02:01.821005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.3329 - accuracy: 0.9880
2024-12-07 08:02:02.050572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.3205 - accuracy: 0.9884
2024-12-07 08:02:02.354226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.3144 - accuracy: 0.9877
2024-12-07 08:02:02.566003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.3241 - accuracy: 0.9871
2024-12-07 08:02:02.786367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.3133 - accuracy: 0.9875
2024-12-07 08:02:03.015765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 16:22 - loss: 0.3032 - accuracy: 0.9879
2024-12-07 08:17:17.402545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 15:21 - loss: 0.2937 - accuracy: 0.9883
2024-12-07 08:17:17.659776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 14:23 - loss: 0.2848 - accuracy: 0.9886
2024-12-07 08:17:17.905921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 13:30 - loss: 0.2766 - accuracy: 0.9890
2024-12-07 08:17:18.176973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 12:39 - loss: 0.2687 - accuracy: 0.9893
2024-12-07 08:17:18.458065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 11:51 - loss: 0.2612 - accuracy: 0.9896
2024-12-07 08:17:18.693573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 11:06 - loss: 0.2542 - accuracy: 0.9899
2024-12-07 08:17:18.929072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 10:23 - loss: 0.2509 - accuracy: 0.9893
2024-12-07 08:17:19.182015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 9:42 - loss: 0.2974 - accuracy: 0.9888 
2024-12-07 08:17:19.435261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 9:04 - loss: 0.2971 - accuracy: 0.9883
2024-12-07 08:17:19.688163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 8:27 - loss: 0.2899 - accuracy: 0.9886
2024-12-07 08:17:20.007929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7:53 - loss: 0.2830 - accuracy: 0.9888
2024-12-07 08:17:20.268503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7:20 - loss: 0.2764 - accuracy: 0.9891
2024-12-07 08:17:20.522635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6:48 - loss: 0.2901 - accuracy: 0.9886
2024-12-07 08:17:20.778928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6:18 - loss: 0.2837 - accuracy: 0.9889
2024-12-07 08:17:21.029960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5:49 - loss: 0.3086 - accuracy: 0.9885
2024-12-07 08:17:21.249640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:21 - loss: 0.3021 - accuracy: 0.9887
2024-12-07 08:17:21.469896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4:55 - loss: 0.2958 - accuracy: 0.9889
2024-12-07 08:17:21.692939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:29 - loss: 0.2897 - accuracy: 0.9892
2024-12-07 08:17:21.976828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:05 - loss: 0.3548 - accuracy: 0.9881
2024-12-07 08:17:22.186189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3:46 - loss: 0.3948 - accuracy: 0.9871
2024-12-07 08:17:41.011836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:23 - loss: 0.3872 - accuracy: 0.9874
2024-12-07 08:17:41.256604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:01 - loss: 0.3799 - accuracy: 0.9876
2024-12-07 08:17:41.482715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:40 - loss: 0.3730 - accuracy: 0.9878
2024-12-07 08:17:41.713784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:20 - loss: 0.3662 - accuracy: 0.9881
2024-12-07 08:17:41.926651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:00 - loss: 0.3597 - accuracy: 0.9883
2024-12-07 08:17:42.139543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:41 - loss: 0.3534 - accuracy: 0.9885
2024-12-07 08:17:42.352661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:22 - loss: 0.3482 - accuracy: 0.9881
2024-12-07 08:17:42.565453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:05 - loss: 0.3423 - accuracy: 0.9883
2024-12-07 08:17:42.838917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 48s - loss: 0.3473 - accuracy: 0.9880 
2024-12-07 08:17:43.045576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 31s - loss: 0.3416 - accuracy: 0.9882
2024-12-07 08:17:43.252442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3334 - accuracy: 0.9885 
2024-12-07 08:17:43.458846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1969s 32s/step - loss: 0.3334 - accuracy: 0.9885 - val_loss: 0.9877 - val_accuracy: 0.9770
Epoch 42/50
2024-12-07 08:34:45.572244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 08:34:45.875262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 08:34:46.086249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0606 - accuracy: 0.9896    
2024-12-07 08:34:46.303364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.7464 - accuracy: 0.9844
2024-12-07 08:34:46.527421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.6649 - accuracy: 0.9812
2024-12-07 08:34:46.754749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.5541 - accuracy: 0.9844
2024-12-07 08:34:46.982441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.4749 - accuracy: 0.9866
2024-12-07 08:34:47.196736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.4155 - accuracy: 0.9883
2024-12-07 08:34:47.413795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.3695 - accuracy: 0.9896
2024-12-07 08:34:47.706792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.3325 - accuracy: 0.9906
2024-12-07 08:34:47.915055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3023 - accuracy: 0.9915
2024-12-07 08:34:48.127095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.2796 - accuracy: 0.9896
2024-12-07 08:34:48.342875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.2794 - accuracy: 0.9880
2024-12-07 08:34:48.559811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.2594 - accuracy: 0.9888
2024-12-07 08:34:48.784421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2421 - accuracy: 0.9896
2024-12-07 08:34:49.009112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.2270 - accuracy: 0.9902
2024-12-07 08:34:49.231291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4651 - accuracy: 0.9890
2024-12-07 08:34:50.543244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.4730 - accuracy: 0.9844
2024-12-07 08:34:50.841700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.7425 - accuracy: 0.9786
2024-12-07 08:34:51.055564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.7054 - accuracy: 0.9797
2024-12-07 08:34:51.273639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.6752 - accuracy: 0.9792
2024-12-07 08:34:51.497252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.6445 - accuracy: 0.9801
2024-12-07 08:34:51.717573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.6201 - accuracy: 0.9796
2024-12-07 08:34:51.938660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.5943 - accuracy: 0.9805
2024-12-07 08:34:52.167176: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.5880 - accuracy: 0.9800
2024-12-07 08:34:52.382211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5746 - accuracy: 0.9796
2024-12-07 08:34:52.657376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.5654 - accuracy: 0.9780 
2024-12-07 08:34:52.867684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.5504 - accuracy: 0.9777
2024-12-07 08:34:53.082172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.5314 - accuracy: 0.9784
2024-12-07 08:34:53.298726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.5137 - accuracy: 0.9792
2024-12-07 08:34:53.518892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.4971 - accuracy: 0.9798
2024-12-07 08:34:53.745638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5076 - accuracy: 0.9795
2024-12-07 08:34:53.973655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.4922 - accuracy: 0.9801
2024-12-07 08:34:54.189981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.4777 - accuracy: 0.9807
2024-12-07 08:34:54.406863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.4641 - accuracy: 0.9812
2024-12-07 08:34:54.631406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.4512 - accuracy: 0.9818
2024-12-07 08:34:54.857452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.4861 - accuracy: 0.9797
2024-12-07 08:34:55.086147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.4733 - accuracy: 0.9803
2024-12-07 08:34:55.310878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.4612 - accuracy: 0.9808
2024-12-07 08:34:55.535540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.4496 - accuracy: 0.9812
2024-12-07 08:34:55.761693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.4392 - accuracy: 0.9817
2024-12-07 08:34:55.988670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.4287 - accuracy: 0.9821
2024-12-07 08:34:56.227039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.4187 - accuracy: 0.9826
2024-12-07 08:34:56.527833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.4092 - accuracy: 0.9830
2024-12-07 08:34:56.736372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.4001 - accuracy: 0.9833
2024-12-07 08:34:56.950570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3971 - accuracy: 0.9830
2024-12-07 08:34:57.167097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3977 - accuracy: 0.9827
2024-12-07 08:34:57.392474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5:36 - loss: 0.3894 - accuracy: 0.9831
2024-12-07 08:52:20.420024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 5:07 - loss: 0.3814 - accuracy: 0.9834
2024-12-07 08:52:20.676546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:39 - loss: 0.3738 - accuracy: 0.9837
2024-12-07 08:52:20.988335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4:13 - loss: 0.3665 - accuracy: 0.9841
2024-12-07 08:52:21.232263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:47 - loss: 0.3594 - accuracy: 0.9844
2024-12-07 08:52:21.447622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:23 - loss: 0.3527 - accuracy: 0.9847
2024-12-07 08:52:21.666331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:59 - loss: 0.3464 - accuracy: 0.9850
2024-12-07 08:52:21.897892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:36 - loss: 0.3401 - accuracy: 0.9852
2024-12-07 08:52:22.110093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:14 - loss: 0.3340 - accuracy: 0.9855
2024-12-07 08:52:22.322852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:53 - loss: 0.3458 - accuracy: 0.9852
2024-12-07 08:52:22.538427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:32 - loss: 0.3398 - accuracy: 0.9855
2024-12-07 08:52:22.751031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:12 - loss: 0.3640 - accuracy: 0.9846
2024-12-07 08:52:22.963578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 53s - loss: 0.3611 - accuracy: 0.9844 
2024-12-07 08:52:23.176600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 35s - loss: 0.3624 - accuracy: 0.9836
2024-12-07 08:52:23.389182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3537 - accuracy: 0.9840 
2024-12-07 08:52:23.602936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1215s 20s/step - loss: 0.3537 - accuracy: 0.9840 - val_loss: 1.1991 - val_accuracy: 0.9790
Epoch 43/50
2024-12-07 08:55:00.920960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 16s - loss: 0.8820 - accuracy: 0.9688
2024-12-07 08:55:01.196843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.4410 - accuracy: 0.9844
2024-12-07 08:55:01.406207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.2940 - accuracy: 0.9896
2024-12-07 08:55:01.623468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.6673 - accuracy: 0.9766
2024-12-07 08:55:01.843984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.6223 - accuracy: 0.9750
2024-12-07 08:55:02.069386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.7305 - accuracy: 0.9740
2024-12-07 08:55:02.296731: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.6479 - accuracy: 0.9732
2024-12-07 08:55:02.522972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.7435 - accuracy: 0.9727
2024-12-07 08:55:02.750750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.6609 - accuracy: 0.9757
2024-12-07 08:55:03.051847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.6880 - accuracy: 0.9719
2024-12-07 08:55:03.264856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.6255 - accuracy: 0.9744
2024-12-07 08:55:03.483929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.5733 - accuracy: 0.9766
2024-12-07 08:55:03.700647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.5292 - accuracy: 0.9784
2024-12-07 08:55:39.208758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 2:24 - loss: 0.4914 - accuracy: 0.9799
2024-12-07 08:55:39.445572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 2:11 - loss: 0.4799 - accuracy: 0.9792
2024-12-07 08:55:39.675832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 2:01 - loss: 0.4499 - accuracy: 0.9805
2024-12-07 08:55:39.916678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 1:51 - loss: 0.4234 - accuracy: 0.9816
2024-12-07 08:55:40.133434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 1:43 - loss: 0.4201 - accuracy: 0.9809
2024-12-07 08:55:40.351030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 1:36 - loss: 0.3980 - accuracy: 0.9819
2024-12-07 08:55:40.625725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 1:29 - loss: 0.3781 - accuracy: 0.9828
2024-12-07 08:55:40.836234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 1:23 - loss: 0.3601 - accuracy: 0.9836
2024-12-07 08:55:41.051632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 1:18 - loss: 0.3597 - accuracy: 0.9830
2024-12-07 08:55:41.270994: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 1:13 - loss: 0.4059 - accuracy: 0.9823
2024-12-07 08:55:41.496690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 1:08 - loss: 0.3890 - accuracy: 0.9831
2024-12-07 08:55:41.725030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 1:04 - loss: 0.3734 - accuracy: 0.9837
2024-12-07 08:55:41.946222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 1:00 - loss: 0.3590 - accuracy: 0.9844
2024-12-07 08:55:42.174038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 57s - loss: 0.3457 - accuracy: 0.9850 
2024-12-07 08:55:42.464021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 53s - loss: 0.3484 - accuracy: 0.9844
2024-12-07 08:55:42.673389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 50s - loss: 0.3363 - accuracy: 0.9849
2024-12-07 08:55:42.889065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 47s - loss: 0.3251 - accuracy: 0.9854
2024-12-07 08:55:43.106210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 44s - loss: 0.3777 - accuracy: 0.9849
2024-12-07 08:55:43.332197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 42s - loss: 0.3659 - accuracy: 0.9854
2024-12-07 08:55:43.560809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 39s - loss: 0.3548 - accuracy: 0.9858
2024-12-07 08:55:43.779878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 37s - loss: 0.3444 - accuracy: 0.9862
2024-12-07 08:55:44.001547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 35s - loss: 0.3493 - accuracy: 0.9857
2024-12-07 08:55:44.227951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 33s - loss: 0.3396 - accuracy: 0.9861
2024-12-07 08:55:44.445913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 31s - loss: 0.3304 - accuracy: 0.9865
2024-12-07 08:55:44.666871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 29s - loss: 0.3457 - accuracy: 0.9860
2024-12-07 08:55:44.891775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 27s - loss: 0.3369 - accuracy: 0.9864
2024-12-07 08:55:45.118343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 26s - loss: 0.3284 - accuracy: 0.9867
2024-12-07 08:55:45.350595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 24s - loss: 0.3287 - accuracy: 0.9863
2024-12-07 08:55:45.566466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 22s - loss: 0.3209 - accuracy: 0.9866
2024-12-07 08:55:45.782837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 21s - loss: 0.3157 - accuracy: 0.9862
2024-12-07 08:55:46.002031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 19s - loss: 0.3597 - accuracy: 0.9851
2024-12-07 08:55:46.222372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 18s - loss: 0.3517 - accuracy: 0.9854
2024-12-07 08:55:46.453600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 17s - loss: 0.3806 - accuracy: 0.9844
2024-12-07 08:55:46.681918: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 15s - loss: 0.3726 - accuracy: 0.9847
2024-12-07 08:55:46.907236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 14s - loss: 0.3730 - accuracy: 0.9844
2024-12-07 08:55:47.134971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 13s - loss: 0.3787 - accuracy: 0.9841
2024-12-07 08:55:47.353093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 12s - loss: 0.3712 - accuracy: 0.9844
2024-12-07 08:55:47.642826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 11s - loss: 0.3769 - accuracy: 0.9841
2024-12-07 08:55:47.851015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:24 - loss: 0.3696 - accuracy: 0.9844
2024-12-07 09:10:49.435077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:02 - loss: 0.3627 - accuracy: 0.9847
2024-12-07 09:10:49.698039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:41 - loss: 0.3560 - accuracy: 0.9850
2024-12-07 09:10:49.920786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:20 - loss: 0.3495 - accuracy: 0.9852
2024-12-07 09:10:50.151779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:00 - loss: 0.3432 - accuracy: 0.9855
2024-12-07 09:10:50.366984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:41 - loss: 0.3372 - accuracy: 0.9857
2024-12-07 09:10:50.583926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:23 - loss: 0.3333 - accuracy: 0.9855
2024-12-07 09:10:50.799282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:05 - loss: 0.3277 - accuracy: 0.9857
2024-12-07 09:10:51.026579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 48s - loss: 0.3222 - accuracy: 0.9859 
2024-12-07 09:10:51.240326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 31s - loss: 0.3169 - accuracy: 0.9862
2024-12-07 09:10:51.453809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3093 - accuracy: 0.9865 
2024-12-07 09:10:51.671368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 1906s 31s/step - loss: 0.3093 - accuracy: 0.9865 - val_loss: 0.8108 - val_accuracy: 0.9780
Epoch 44/50
2024-12-07 09:26:46.580769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 1.1554e-05 - accuracy: 1.0000
2024-12-07 09:26:46.865294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0542 - accuracy: 0.9844    
2024-12-07 09:26:47.074134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0361 - accuracy: 0.9896
2024-12-07 09:26:47.286179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.0271 - accuracy: 0.9922
2024-12-07 09:26:47.505703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.3620 - accuracy: 0.9812
2024-12-07 09:26:47.735394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3017 - accuracy: 0.9844
2024-12-07 09:26:47.953040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.2586 - accuracy: 0.9866
2024-12-07 09:26:48.177440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 4:56 - loss: 0.2263 - accuracy: 0.9883
2024-12-07 09:27:24.583263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 4:16 - loss: 0.2012 - accuracy: 0.9896
2024-12-07 09:27:24.884220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 3:45 - loss: 0.1810 - accuracy: 0.9906
2024-12-07 09:27:25.093795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 3:19 - loss: 0.1646 - accuracy: 0.9915
2024-12-07 09:27:25.313466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 2:59 - loss: 0.1509 - accuracy: 0.9922
2024-12-07 09:27:25.529748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 2:42 - loss: 0.1738 - accuracy: 0.9904
2024-12-07 09:27:25.753832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 2:27 - loss: 0.2279 - accuracy: 0.9888
2024-12-07 09:27:25.978202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 2:14 - loss: 0.2127 - accuracy: 0.9896
2024-12-07 09:27:26.209703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 2:03 - loss: 0.1994 - accuracy: 0.9902
2024-12-07 09:27:26.430120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 1:54 - loss: 0.1876 - accuracy: 0.9908
2024-12-07 09:27:26.651150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 1:46 - loss: 0.1772 - accuracy: 0.9913
2024-12-07 09:27:26.938441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 1:38 - loss: 0.2067 - accuracy: 0.9885
2024-12-07 09:27:27.146785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 1:31 - loss: 0.2136 - accuracy: 0.9875
2024-12-07 09:27:27.357639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 1:25 - loss: 0.2381 - accuracy: 0.9851
2024-12-07 09:27:27.573637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 1:19 - loss: 0.2272 - accuracy: 0.9858
2024-12-07 09:27:27.793998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 1:14 - loss: 0.2174 - accuracy: 0.9864
2024-12-07 09:27:28.018562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 1:10 - loss: 0.2297 - accuracy: 0.9857
2024-12-07 09:27:28.249263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 1:05 - loss: 0.2205 - accuracy: 0.9862
2024-12-07 09:27:28.465666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 1:01 - loss: 0.2121 - accuracy: 0.9868
2024-12-07 09:27:28.688988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 58s - loss: 0.2043 - accuracy: 0.9873 
2024-12-07 09:27:28.915649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 54s - loss: 0.1970 - accuracy: 0.9877
2024-12-07 09:27:29.144623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 51s - loss: 0.1902 - accuracy: 0.9881
2024-12-07 09:27:29.360879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 48s - loss: 0.1839 - accuracy: 0.9885
2024-12-07 09:27:29.580357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 45s - loss: 0.1779 - accuracy: 0.9889
2024-12-07 09:27:29.804365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 43s - loss: 0.2165 - accuracy: 0.9873
2024-12-07 09:27:30.035483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 40s - loss: 0.2598 - accuracy: 0.9867
2024-12-07 09:27:30.253276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 38s - loss: 0.2522 - accuracy: 0.9871
2024-12-07 09:27:30.543172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 36s - loss: 0.2450 - accuracy: 0.9875
2024-12-07 09:27:30.751920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 34s - loss: 0.2382 - accuracy: 0.9878
2024-12-07 09:27:30.964111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 32s - loss: 0.2349 - accuracy: 0.9873
2024-12-07 09:27:31.181436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 30s - loss: 0.2287 - accuracy: 0.9877
2024-12-07 09:27:31.401954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 28s - loss: 0.2229 - accuracy: 0.9880
2024-12-07 09:27:31.622011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 26s - loss: 0.2202 - accuracy: 0.9875
2024-12-07 09:27:31.848927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 24s - loss: 0.2148 - accuracy: 0.9878
2024-12-07 09:27:32.075142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 23s - loss: 0.2651 - accuracy: 0.9866
2024-12-07 09:27:32.299830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 21s - loss: 0.2589 - accuracy: 0.9869
2024-12-07 09:27:32.599543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 20s - loss: 0.2530 - accuracy: 0.9872
2024-12-07 09:27:32.807626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 18s - loss: 0.2538 - accuracy: 0.9868
2024-12-07 09:27:33.018741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 17s - loss: 0.2483 - accuracy: 0.9871
2024-12-07 09:27:33.235090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5:29 - loss: 0.2430 - accuracy: 0.9874
2024-12-07 09:42:34.492586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5:02 - loss: 0.2380 - accuracy: 0.9876
2024-12-07 09:42:34.732518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4:36 - loss: 0.2331 - accuracy: 0.9879
2024-12-07 09:42:34.961476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4:11 - loss: 0.2285 - accuracy: 0.9881
2024-12-07 09:42:35.189143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3:47 - loss: 0.2240 - accuracy: 0.9884
2024-12-07 09:42:35.508538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3:24 - loss: 0.2197 - accuracy: 0.9886
2024-12-07 09:42:35.717394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3:02 - loss: 0.2155 - accuracy: 0.9888
2024-12-07 09:42:35.933912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2:41 - loss: 0.2115 - accuracy: 0.9890
2024-12-07 09:42:36.152386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2:20 - loss: 0.2077 - accuracy: 0.9892
2024-12-07 09:42:36.380328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2:00 - loss: 0.2040 - accuracy: 0.9894
2024-12-07 09:42:36.595094: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:41 - loss: 0.2004 - accuracy: 0.9896
2024-12-07 09:42:36.808342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:23 - loss: 0.2154 - accuracy: 0.9892
2024-12-07 09:42:37.021740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:05 - loss: 0.2118 - accuracy: 0.9894
2024-12-07 09:42:37.291778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 48s - loss: 0.2082 - accuracy: 0.9896 
2024-12-07 09:42:37.497957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 31s - loss: 0.2048 - accuracy: 0.9898
2024-12-07 09:42:37.704102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2068 - accuracy: 0.9895 
2024-12-07 09:42:37.910390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 957s 15s/step - loss: 0.2068 - accuracy: 0.9895 - val_loss: 1.1597 - val_accuracy: 0.9750
Epoch 45/50
2024-12-07 09:42:43.799373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 2.8482 - accuracy: 0.9375
2024-12-07 09:42:44.094751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 6.7293 - accuracy: 0.9062
2024-12-07 09:42:44.303614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 4.5997 - accuracy: 0.9271
2024-12-07 09:42:44.515875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 3.4667 - accuracy: 0.9375
2024-12-07 09:42:44.734068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 2.8906 - accuracy: 0.9438
2024-12-07 09:42:44.962945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 2.4088 - accuracy: 0.9531
2024-12-07 09:42:45.178750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 2.0647 - accuracy: 0.9598
2024-12-07 09:42:45.394898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 1.8733 - accuracy: 0.9609
2024-12-07 09:42:45.614083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 1.6651 - accuracy: 0.9653
2024-12-07 09:42:45.834369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 1.4986 - accuracy: 0.9688
2024-12-07 09:42:46.053285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 1.3710 - accuracy: 0.9688
2024-12-07 09:42:46.278228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 1.2629 - accuracy: 0.9688
2024-12-07 09:42:46.504194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 1.1657 - accuracy: 0.9712
2024-12-07 09:42:46.733292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 1.0825 - accuracy: 0.9732
2024-12-07 09:42:46.950374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 1.0104 - accuracy: 0.9750
2024-12-07 09:42:47.167603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.9472 - accuracy: 0.9766
2024-12-07 09:42:47.394150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.8915 - accuracy: 0.9779
2024-12-07 09:42:47.693280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.8420 - accuracy: 0.9792
2024-12-07 09:42:47.902070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.7976 - accuracy: 0.9803 
2024-12-07 09:42:48.114606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.7578 - accuracy: 0.9812
2024-12-07 09:42:48.331567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.7217 - accuracy: 0.9821
2024-12-07 09:42:48.556455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.6889 - accuracy: 0.9830
2024-12-07 09:42:48.777005: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.6589 - accuracy: 0.9837
2024-12-07 09:42:49.000030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.6315 - accuracy: 0.9844
2024-12-07 09:42:49.228013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.6062 - accuracy: 0.9850
2024-12-07 09:42:49.465248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.5829 - accuracy: 0.9856
2024-12-07 09:42:49.685947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.5613 - accuracy: 0.9861
2024-12-07 09:42:49.915228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.5413 - accuracy: 0.9866
2024-12-07 09:42:50.139718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.5226 - accuracy: 0.9871
2024-12-07 09:42:50.367227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.5052 - accuracy: 0.9875
2024-12-07 09:42:50.592964: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.4889 - accuracy: 0.9879
2024-12-07 09:42:50.818827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.4736 - accuracy: 0.9883
2024-12-07 09:42:51.050430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.4863 - accuracy: 0.9877
2024-12-07 09:42:51.294806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.4720 - accuracy: 0.9881
2024-12-07 09:42:51.521317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.4585 - accuracy: 0.9884
2024-12-07 09:42:51.749616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.5685 - accuracy: 0.9870
2024-12-07 09:42:51.978486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.5727 - accuracy: 0.9865
2024-12-07 09:42:52.197021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.5576 - accuracy: 0.9868
2024-12-07 09:42:52.426815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.5993 - accuracy: 0.9864
2024-12-07 09:42:52.659646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.5909 - accuracy: 0.9859
2024-12-07 09:42:52.885980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 0.5765 - accuracy: 0.9863
2024-12-07 09:42:53.114952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.6028 - accuracy: 0.9859
2024-12-07 09:42:53.345181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.5888 - accuracy: 0.9862
2024-12-07 09:42:53.578560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.5754 - accuracy: 0.9865
2024-12-07 09:42:53.824375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.5626 - accuracy: 0.9868
2024-12-07 09:42:54.066892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.5504 - accuracy: 0.9871
2024-12-07 09:42:54.325743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.5551 - accuracy: 0.9867
2024-12-07 09:42:54.593958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.5791 - accuracy: 0.9863
2024-12-07 09:42:54.865986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.5672 - accuracy: 0.9866
2024-12-07 09:42:55.149642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.5559 - accuracy: 0.9869
2024-12-07 09:42:55.439144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.5450 - accuracy: 0.9871
2024-12-07 09:42:55.827535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.5370 - accuracy: 0.9868
2024-12-07 09:42:56.132801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.5269 - accuracy: 0.9870
2024-12-07 09:42:56.435600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.5171 - accuracy: 0.9873
2024-12-07 09:42:56.705011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.5077 - accuracy: 0.9875
2024-12-07 09:42:56.970338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:56 - loss: 0.4987 - accuracy: 0.9877
2024-12-07 09:57:58.223763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:37 - loss: 0.4899 - accuracy: 0.9879
2024-12-07 09:57:58.483671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:20 - loss: 0.5185 - accuracy: 0.9876
2024-12-07 09:57:58.748694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1:03 - loss: 0.5271 - accuracy: 0.9873
2024-12-07 09:57:59.105721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 46s - loss: 0.5183 - accuracy: 0.9875 
2024-12-07 09:57:59.336664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 30s - loss: 0.5098 - accuracy: 0.9877
2024-12-07 09:57:59.575484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4975 - accuracy: 0.9880 
2024-12-07 09:57:59.821462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 922s 15s/step - loss: 0.4975 - accuracy: 0.9880 - val_loss: 1.1814 - val_accuracy: 0.9850
Epoch 46/50
2024-12-07 09:58:06.050671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 1.4790e-05 - accuracy: 1.0000
2024-12-07 09:58:06.333800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 7.3948e-06 - accuracy: 1.0000
2024-12-07 09:58:06.543453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 4.9299e-06 - accuracy: 1.0000
2024-12-07 09:58:06.756105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.1345 - accuracy: 0.9844    
2024-12-07 09:58:06.974111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.4472 - accuracy: 0.9812
2024-12-07 09:58:07.194435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3727 - accuracy: 0.9844
2024-12-07 09:58:07.414808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3194 - accuracy: 0.9866
2024-12-07 09:58:07.638922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.3295 - accuracy: 0.9844
2024-12-07 09:58:07.857410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.2929 - accuracy: 0.9861
2024-12-07 09:58:08.147317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.2636 - accuracy: 0.9875
2024-12-07 09:58:08.356070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.3483 - accuracy: 0.9858
2024-12-07 09:58:08.567634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3193 - accuracy: 0.9870
2024-12-07 09:58:08.784860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.2947 - accuracy: 0.9880
2024-12-07 09:58:09.005976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.2781 - accuracy: 0.9866
2024-12-07 09:58:09.233134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.2717 - accuracy: 0.9854
2024-12-07 09:58:09.451451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.3190 - accuracy: 0.9844
2024-12-07 09:58:09.669298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.3002 - accuracy: 0.9853
2024-12-07 09:58:09.885392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 0.2835 - accuracy: 0.9861 
2024-12-07 09:58:10.122520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.2731 - accuracy: 0.9852
2024-12-07 09:58:10.374694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.2595 - accuracy: 0.9859
2024-12-07 09:58:10.590638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.2471 - accuracy: 0.9866
2024-12-07 09:58:10.817120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2359 - accuracy: 0.9872
2024-12-07 09:58:11.036249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 0.2256 - accuracy: 0.9878
2024-12-07 09:58:11.281558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.2162 - accuracy: 0.9883
2024-12-07 09:58:11.509200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.2373 - accuracy: 0.9862
2024-12-07 09:58:11.795549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2282 - accuracy: 0.9868
2024-12-07 09:58:12.004961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2198 - accuracy: 0.9873
2024-12-07 09:58:12.222923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.2119 - accuracy: 0.9877
2024-12-07 09:58:12.438888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.2046 - accuracy: 0.9881
2024-12-07 09:58:12.660361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.1978 - accuracy: 0.9885
2024-12-07 09:58:12.880013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.2141 - accuracy: 0.9879
2024-12-07 09:58:13.099871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 0.2780 - accuracy: 0.9873
2024-12-07 09:58:13.321547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.2792 - accuracy: 0.9867
2024-12-07 09:58:13.543067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.2710 - accuracy: 0.9871
2024-12-07 09:58:13.766138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.2868 - accuracy: 0.9866
2024-12-07 09:58:13.995272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.2788 - accuracy: 0.9870
2024-12-07 09:58:14.215853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.2713 - accuracy: 0.9873
2024-12-07 09:58:14.441374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.2642 - accuracy: 0.9877
2024-12-07 09:58:14.667772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.2574 - accuracy: 0.9880
2024-12-07 09:58:14.889650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.2510 - accuracy: 0.9883
2024-12-07 09:58:15.110240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 0.2448 - accuracy: 0.9886
2024-12-07 09:58:15.328425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.2457 - accuracy: 0.9881
2024-12-07 09:58:15.547018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.2416 - accuracy: 0.9876
2024-12-07 09:58:15.774062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.2361 - accuracy: 0.9879
2024-12-07 09:58:15.998785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.2380 - accuracy: 0.9875
2024-12-07 09:58:16.222426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 0.2328 - accuracy: 0.9878
2024-12-07 09:58:16.439638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.2279 - accuracy: 0.9880
2024-12-07 09:58:16.660641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.2234 - accuracy: 0.9883
2024-12-07 09:58:16.879154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.2188 - accuracy: 0.9885
2024-12-07 09:58:17.099782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 0.2279 - accuracy: 0.9881
2024-12-07 09:58:17.328370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.2234 - accuracy: 0.9884
2024-12-07 09:58:17.556799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.2876 - accuracy: 0.9868
2024-12-07 09:58:17.781421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2981 - accuracy: 0.9864
2024-12-07 09:58:18.008728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2926 - accuracy: 0.9867
2024-12-07 09:58:18.231024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2873 - accuracy: 0.9869
2024-12-07 09:58:18.453467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.2821 - accuracy: 0.9872
2024-12-07 09:58:18.676339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2772 - accuracy: 0.9874
2024-12-07 09:58:18.896998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2724 - accuracy: 0.9876
2024-12-07 09:58:19.112458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2678 - accuracy: 0.9878
2024-12-07 09:58:19.327437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2679 - accuracy: 0.9875
2024-12-07 09:58:19.543337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2636 - accuracy: 0.9877
2024-12-07 09:58:19.760376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2618 - accuracy: 0.9875
2024-12-07 09:58:19.975779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 261s 4s/step - loss: 0.2618 - accuracy: 0.9875 - val_loss: 1.4973 - val_accuracy: 0.9820
Epoch 47/50
2024-12-07 10:02:26.939808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 10:02:27.222832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.5655 - accuracy: 0.9531    
2024-12-07 10:02:27.431882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.3770 - accuracy: 0.9688
2024-12-07 10:02:27.644109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.2828 - accuracy: 0.9766
2024-12-07 10:02:27.860246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.2262 - accuracy: 0.9812
2024-12-07 10:02:28.079281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1885 - accuracy: 0.9844
2024-12-07 10:02:28.300890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 1:16:44 - loss: 0.1616 - accuracy: 0.9866
2024-12-07 10:10:40.520258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 1:04:52 - loss: 0.1414 - accuracy: 0.9883
2024-12-07 10:10:42.893478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 55:50 - loss: 0.1257 - accuracy: 0.9896  
2024-12-07 10:10:43.590373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 48:44 - loss: 0.1131 - accuracy: 0.9906
2024-12-07 10:10:43.868934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 43:03 - loss: 0.1028 - accuracy: 0.9915
2024-12-07 10:10:44.106559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 38:24 - loss: 0.1086 - accuracy: 0.9896
2024-12-07 10:10:44.376341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 34:32 - loss: 0.1002 - accuracy: 0.9904
2024-12-07 10:10:44.620247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 31:15 - loss: 0.2327 - accuracy: 0.9888
2024-12-07 10:10:44.867272: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 28:26 - loss: 0.2563 - accuracy: 0.9854
2024-12-07 10:10:45.101569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 26:01 - loss: 0.2402 - accuracy: 0.9863
2024-12-07 10:10:45.442060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 23:53 - loss: 0.2261 - accuracy: 0.9871
2024-12-07 10:10:45.679192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 22:00 - loss: 0.2225 - accuracy: 0.9861
2024-12-07 10:10:45.914142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 20:19 - loss: 0.2108 - accuracy: 0.9868
2024-12-07 10:10:46.144500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 18:49 - loss: 0.2003 - accuracy: 0.9875
2024-12-07 10:10:46.376759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 17:28 - loss: 0.1907 - accuracy: 0.9881
2024-12-07 10:10:46.620708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 16:15 - loss: 0.2213 - accuracy: 0.9872
2024-12-07 10:10:46.870128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 15:09 - loss: 0.2117 - accuracy: 0.9878
2024-12-07 10:10:47.251680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 14:08 - loss: 0.2028 - accuracy: 0.9883
2024-12-07 10:10:47.467629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 13:12 - loss: 0.1947 - accuracy: 0.9887
2024-12-07 10:10:47.693317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 12:30 - loss: 0.1872 - accuracy: 0.9892
2024-12-07 10:10:54.424399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 11:42 - loss: 0.1803 - accuracy: 0.9896
2024-12-07 10:10:54.674669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10:58 - loss: 0.2064 - accuracy: 0.9888
2024-12-07 10:10:54.935292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10:16 - loss: 0.2905 - accuracy: 0.9881
2024-12-07 10:10:55.243061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9:38 - loss: 0.2809 - accuracy: 0.9885 
2024-12-07 10:10:55.483480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9:02 - loss: 0.2718 - accuracy: 0.9889
2024-12-07 10:10:55.717887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8:28 - loss: 0.2633 - accuracy: 0.9893
2024-12-07 10:10:55.953862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7:57 - loss: 0.2553 - accuracy: 0.9896
2024-12-07 10:10:56.184442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7:27 - loss: 0.2508 - accuracy: 0.9890
2024-12-07 10:10:56.407751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6:59 - loss: 0.2436 - accuracy: 0.9893
2024-12-07 10:10:56.643200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6:33 - loss: 0.2368 - accuracy: 0.9896
2024-12-07 10:10:56.874675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6:08 - loss: 0.2304 - accuracy: 0.9899
2024-12-07 10:10:57.106101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5:44 - loss: 0.2244 - accuracy: 0.9901
2024-12-07 10:10:57.344714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5:22 - loss: 0.2186 - accuracy: 0.9904
2024-12-07 10:10:57.574288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5:01 - loss: 0.2231 - accuracy: 0.9898
2024-12-07 10:10:57.816575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4:40 - loss: 0.2440 - accuracy: 0.9893
2024-12-07 10:10:58.038115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4:21 - loss: 0.2382 - accuracy: 0.9896
2024-12-07 10:10:58.340906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4:03 - loss: 0.2426 - accuracy: 0.9891
2024-12-07 10:10:58.560382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 3:46 - loss: 0.2403 - accuracy: 0.9886
2024-12-07 10:10:58.785453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3:29 - loss: 0.2350 - accuracy: 0.9889
2024-12-07 10:10:59.018257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3:13 - loss: 0.2697 - accuracy: 0.9885
2024-12-07 10:10:59.249646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 2:58 - loss: 0.2639 - accuracy: 0.9887
2024-12-07 10:10:59.480777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 2:43 - loss: 0.2860 - accuracy: 0.9883
2024-12-07 10:10:59.707420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 2:29 - loss: 0.2849 - accuracy: 0.9879
2024-12-07 10:11:00.028468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2:16 - loss: 0.2796 - accuracy: 0.9881
2024-12-07 10:11:00.252605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2:03 - loss: 0.2754 - accuracy: 0.9877
2024-12-07 10:11:00.486808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 1:50 - loss: 0.2701 - accuracy: 0.9880
2024-12-07 10:11:00.717399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 1:38 - loss: 0.2808 - accuracy: 0.9870
2024-12-07 10:11:00.946560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1:27 - loss: 0.2756 - accuracy: 0.9873
2024-12-07 10:11:01.173301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1:16 - loss: 0.2706 - accuracy: 0.9875
2024-12-07 10:11:01.399083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1:48 - loss: 0.2657 - accuracy: 0.9877
2024-12-07 10:16:39.277519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1:31 - loss: 0.2761 - accuracy: 0.9874
2024-12-07 10:16:41.045957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1:14 - loss: 0.3007 - accuracy: 0.9871
2024-12-07 10:16:41.310309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 58s - loss: 0.2956 - accuracy: 0.9873 
2024-12-07 10:16:41.558976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 43s - loss: 0.2906 - accuracy: 0.9875
2024-12-07 10:16:41.806687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 28s - loss: 0.2859 - accuracy: 0.9877
2024-12-07 10:16:42.083559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2888 - accuracy: 0.9870 
2024-12-07 10:16:42.380982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 862s 14s/step - loss: 0.2888 - accuracy: 0.9870 - val_loss: 1.1511 - val_accuracy: 0.9740
Epoch 48/50
2024-12-07 10:16:49.058551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.5017 - accuracy: 0.9688
2024-12-07 10:16:49.365726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.2509 - accuracy: 0.9844
2024-12-07 10:16:49.579441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.1672 - accuracy: 0.9896
2024-12-07 10:16:49.803603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.1541 - accuracy: 0.9844
2024-12-07 10:16:50.038136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.1232 - accuracy: 0.9875
2024-12-07 10:16:50.273465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1027 - accuracy: 0.9896
2024-12-07 10:16:50.506156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.0880 - accuracy: 0.9911
2024-12-07 10:16:50.735353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.0770 - accuracy: 0.9922
2024-12-07 10:16:50.966301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.0685 - accuracy: 0.9931
2024-12-07 10:16:51.196334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.0616 - accuracy: 0.9937
2024-12-07 10:16:51.423502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.0560 - accuracy: 0.9943
2024-12-07 10:16:51.651904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.0514 - accuracy: 0.9948
2024-12-07 10:16:51.966686: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.0474 - accuracy: 0.9952
2024-12-07 10:16:52.184922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.0440 - accuracy: 0.9955
2024-12-07 10:16:52.423822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 0.1259 - accuracy: 0.9937
2024-12-07 10:16:52.650390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 0.1181 - accuracy: 0.9941
2024-12-07 10:16:52.894553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.1111 - accuracy: 0.9945
2024-12-07 10:16:53.124716: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.1127 - accuracy: 0.9931
2024-12-07 10:16:53.448465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.1067 - accuracy: 0.9934
2024-12-07 10:16:53.691631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 0.1014 - accuracy: 0.9937
2024-12-07 10:16:53.947509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 0.1865 - accuracy: 0.9911
2024-12-07 10:16:54.173914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.1780 - accuracy: 0.9915 
2024-12-07 10:16:54.415494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.2079 - accuracy: 0.9905
2024-12-07 10:16:54.647470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 0.2033 - accuracy: 0.9896
2024-12-07 10:16:54.874492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 0.2172 - accuracy: 0.9875
2024-12-07 10:16:55.131397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2118 - accuracy: 0.9868
2024-12-07 10:16:55.363652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2353 - accuracy: 0.9861
2024-12-07 10:16:55.602001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 0.2269 - accuracy: 0.9866
2024-12-07 10:16:55.830580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 0.2231 - accuracy: 0.9860
2024-12-07 10:16:56.056049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.2157 - accuracy: 0.9865
2024-12-07 10:16:56.296620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.2087 - accuracy: 0.9869
2024-12-07 10:16:56.517346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.2331 - accuracy: 0.9863
2024-12-07 10:16:56.813999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.2260 - accuracy: 0.9867
2024-12-07 10:16:57.039483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.2295 - accuracy: 0.9862
2024-12-07 10:16:57.273813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.2230 - accuracy: 0.9866
2024-12-07 10:16:57.519332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.2168 - accuracy: 0.9870
2024-12-07 10:16:57.753640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.2109 - accuracy: 0.9873
2024-12-07 10:16:57.980224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.2054 - accuracy: 0.9877
2024-12-07 10:16:58.219328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.2001 - accuracy: 0.9880
2024-12-07 10:16:58.457254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.2174 - accuracy: 0.9867
2024-12-07 10:16:58.703735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.2121 - accuracy: 0.9870
2024-12-07 10:16:58.924620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.2071 - accuracy: 0.9874
2024-12-07 10:16:59.152421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.2022 - accuracy: 0.9876
2024-12-07 10:16:59.380581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.2055 - accuracy: 0.9872
2024-12-07 10:16:59.613680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.2009 - accuracy: 0.9875
2024-12-07 10:16:59.857787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.2457 - accuracy: 0.9857
2024-12-07 10:17:00.109251: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.2404 - accuracy: 0.9860
2024-12-07 10:17:00.438470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.2654 - accuracy: 0.9857
2024-12-07 10:17:00.701092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.2676 - accuracy: 0.9853
2024-12-07 10:17:00.933096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2623 - accuracy: 0.9856
2024-12-07 10:17:01.170877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.2575 - accuracy: 0.9859
2024-12-07 10:17:01.398639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.2525 - accuracy: 0.9862
2024-12-07 10:17:01.635850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2531 - accuracy: 0.9858
2024-12-07 10:17:01.869859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2626 - accuracy: 0.9855
2024-12-07 10:17:02.097465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2820 - accuracy: 0.9852
2024-12-07 10:17:02.330180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.2770 - accuracy: 0.9855
2024-12-07 10:17:02.556529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2721 - accuracy: 0.9857
2024-12-07 10:17:02.781340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2674 - accuracy: 0.9860
2024-12-07 10:17:03.080702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2629 - accuracy: 0.9862
2024-12-07 10:17:03.314638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2585 - accuracy: 0.9865
2024-12-07 10:17:03.545829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2543 - accuracy: 0.9867
2024-12-07 10:17:03.768435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2647 - accuracy: 0.9865
2024-12-07 10:17:03.992355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 334ms/step - loss: 0.2647 - accuracy: 0.9865 - val_loss: 0.8997 - val_accuracy: 0.9790
Epoch 49/50
2024-12-07 10:17:10.051047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-07 10:17:10.346753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.6825 - accuracy: 0.9688    
2024-12-07 10:17:10.564477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.4550 - accuracy: 0.9792
2024-12-07 10:17:10.794476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.3413 - accuracy: 0.9844
2024-12-07 10:17:11.033048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.3940 - accuracy: 0.9812
2024-12-07 10:17:11.255726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.3284 - accuracy: 0.9844
2024-12-07 10:17:11.487607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.4087 - accuracy: 0.9777
2024-12-07 10:17:11.715081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.4274 - accuracy: 0.9727
2024-12-07 10:17:11.942929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.3800 - accuracy: 0.9757
2024-12-07 10:17:12.177378: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.3420 - accuracy: 0.9781
2024-12-07 10:17:12.414671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.4104 - accuracy: 0.9773
2024-12-07 10:17:12.652188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.3762 - accuracy: 0.9792
2024-12-07 10:17:12.910432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 0.4046 - accuracy: 0.9784
2024-12-07 10:17:13.249381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.3757 - accuracy: 0.9799
2024-12-07 10:17:13.485024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 0.3507 - accuracy: 0.9812
2024-12-07 10:17:13.722847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 0.3288 - accuracy: 0.9824
2024-12-07 10:17:13.947771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 0.3094 - accuracy: 0.9835
2024-12-07 10:17:14.184946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.3116 - accuracy: 0.9826
2024-12-07 10:17:14.411640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.2952 - accuracy: 0.9836
2024-12-07 10:17:14.668960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 0.2804 - accuracy: 0.9844
2024-12-07 10:17:14.900532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 0.2671 - accuracy: 0.9851
2024-12-07 10:17:15.224631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2549 - accuracy: 0.9858 
2024-12-07 10:17:15.441950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.2438 - accuracy: 0.9864
2024-12-07 10:17:15.675961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 0.2337 - accuracy: 0.9870
2024-12-07 10:17:15.921324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 0.2243 - accuracy: 0.9875
2024-12-07 10:17:16.163398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.2157 - accuracy: 0.9880
2024-12-07 10:17:16.388308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2299 - accuracy: 0.9873
2024-12-07 10:17:16.737393: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 0.2217 - accuracy: 0.9877
2024-12-07 10:17:16.953087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 0.2141 - accuracy: 0.9881
2024-12-07 10:17:17.177610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.2069 - accuracy: 0.9885
2024-12-07 10:17:17.484420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.2003 - accuracy: 0.9889
2024-12-07 10:17:17.698992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.1940 - accuracy: 0.9893
2024-12-07 10:17:18.014605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.1881 - accuracy: 0.9896
2024-12-07 10:17:18.255318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.2102 - accuracy: 0.9890
2024-12-07 10:17:18.491417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.2041 - accuracy: 0.9893
2024-12-07 10:17:18.728998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.2020 - accuracy: 0.9887
2024-12-07 10:17:18.957736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.1965 - accuracy: 0.9890
2024-12-07 10:17:19.262260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.1913 - accuracy: 0.9893
2024-12-07 10:17:19.502138: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.1871 - accuracy: 0.9888
2024-12-07 10:17:19.759280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.1825 - accuracy: 0.9891
2024-12-07 10:17:19.987515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.1780 - accuracy: 0.9893
2024-12-07 10:17:20.221472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.1910 - accuracy: 0.9888
2024-12-07 10:17:20.449837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.1865 - accuracy: 0.9891
2024-12-07 10:17:20.678685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.1823 - accuracy: 0.9893
2024-12-07 10:17:20.927154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.2008 - accuracy: 0.9882
2024-12-07 10:17:21.151788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.1964 - accuracy: 0.9885
2024-12-07 10:17:21.388184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.1922 - accuracy: 0.9887
2024-12-07 10:17:21.628775: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.1882 - accuracy: 0.9889
2024-12-07 10:17:21.859697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.1973 - accuracy: 0.9885
2024-12-07 10:17:22.110866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.1934 - accuracy: 0.9887
2024-12-07 10:17:22.350904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.1896 - accuracy: 0.9890
2024-12-07 10:17:22.578948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.1864 - accuracy: 0.9886
2024-12-07 10:17:22.808932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.1829 - accuracy: 0.9888
2024-12-07 10:17:23.037760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.1795 - accuracy: 0.9890
2024-12-07 10:17:23.388163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.1870 - accuracy: 0.9881
2024-12-07 10:17:23.604395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.1839 - accuracy: 0.9883
2024-12-07 10:17:23.826323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.1886 - accuracy: 0.9879
2024-12-07 10:17:24.057132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.1853 - accuracy: 0.9881
2024-12-07 10:17:24.375955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.1822 - accuracy: 0.9883
2024-12-07 10:17:24.626711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.1792 - accuracy: 0.9885
2024-12-07 10:17:24.848564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.1762 - accuracy: 0.9887
2024-12-07 10:17:25.082749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.1720 - accuracy: 0.9890
2024-12-07 10:17:25.301207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 22s 343ms/step - loss: 0.1720 - accuracy: 0.9890 - val_loss: 1.1427 - val_accuracy: 0.9800
Epoch 50/50
2024-12-07 10:17:31.594337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.7012 - accuracy: 0.9688
2024-12-07 10:17:31.903662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.3506 - accuracy: 0.9844
2024-12-07 10:17:32.127955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.6865 - accuracy: 0.9792
2024-12-07 10:17:32.367116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.5149 - accuracy: 0.9844
2024-12-07 10:17:32.585764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.4119 - accuracy: 0.9875
2024-12-07 10:17:32.824988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.4266 - accuracy: 0.9844
2024-12-07 10:17:33.089234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.3657 - accuracy: 0.9866
2024-12-07 10:17:33.380961: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.4857 - accuracy: 0.9844
2024-12-07 10:17:33.613972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 0.4560 - accuracy: 0.9826
2024-12-07 10:17:33.856526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.4104 - accuracy: 0.9844
2024-12-07 10:17:34.096646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.3731 - accuracy: 0.9858
2024-12-07 10:17:34.355136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.3420 - accuracy: 0.9870
2024-12-07 10:17:34.590097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 0.3157 - accuracy: 0.9880
2024-12-07 10:17:34.826019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 0.2932 - accuracy: 0.9888
2024-12-07 10:17:35.168452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 0.2736 - accuracy: 0.9896
2024-12-07 10:17:35.383614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 0.3345 - accuracy: 0.9883
2024-12-07 10:17:35.612380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 0.3148 - accuracy: 0.9890
2024-12-07 10:17:35.850446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 0.2985 - accuracy: 0.9896
2024-12-07 10:17:36.081564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.2828 - accuracy: 0.9901
2024-12-07 10:17:36.314909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 0.2686 - accuracy: 0.9906
2024-12-07 10:17:36.548412: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 0.2559 - accuracy: 0.9911
2024-12-07 10:17:36.786741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.2442 - accuracy: 0.9915 
2024-12-07 10:17:37.019319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.2489 - accuracy: 0.9905
2024-12-07 10:17:37.251131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 0.2385 - accuracy: 0.9909
2024-12-07 10:17:37.554039: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 0.2290 - accuracy: 0.9912
2024-12-07 10:17:37.788657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 0.2202 - accuracy: 0.9916
2024-12-07 10:17:38.034064: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.2120 - accuracy: 0.9919
2024-12-07 10:17:38.269411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 0.2045 - accuracy: 0.9922
2024-12-07 10:17:38.501982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 0.2049 - accuracy: 0.9914
2024-12-07 10:17:38.734953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.1981 - accuracy: 0.9917
2024-12-07 10:17:38.966442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.1917 - accuracy: 0.9919
2024-12-07 10:17:39.210742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.2119 - accuracy: 0.9912
2024-12-07 10:17:39.449061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.2054 - accuracy: 0.9915
2024-12-07 10:17:39.682715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.2029 - accuracy: 0.9908
2024-12-07 10:17:39.924401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.1971 - accuracy: 0.9911
2024-12-07 10:17:40.156760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.1917 - accuracy: 0.9913
2024-12-07 10:17:40.397755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.2313 - accuracy: 0.9899
2024-12-07 10:17:40.629693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.2252 - accuracy: 0.9901
2024-12-07 10:17:40.860861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.2195 - accuracy: 0.9904
2024-12-07 10:17:41.099880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.2294 - accuracy: 0.9898
2024-12-07 10:17:41.410643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.2356 - accuracy: 0.9893
2024-12-07 10:17:41.651248: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.2873 - accuracy: 0.9888
2024-12-07 10:17:41.880901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.2806 - accuracy: 0.9891
2024-12-07 10:17:42.112470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.2742 - accuracy: 0.9893
2024-12-07 10:17:42.453741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.2682 - accuracy: 0.9896
2024-12-07 10:17:42.701667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.2623 - accuracy: 0.9898
2024-12-07 10:17:42.949795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 0.2567 - accuracy: 0.9900
2024-12-07 10:17:43.188105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.2514 - accuracy: 0.9902
2024-12-07 10:17:43.418331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.2464 - accuracy: 0.9904
2024-12-07 10:17:43.661048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2414 - accuracy: 0.9906
2024-12-07 10:17:43.979813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 0.2376 - accuracy: 0.9902
2024-12-07 10:17:44.213662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.2330 - accuracy: 0.9904
2024-12-07 10:17:44.452029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2286 - accuracy: 0.9906
2024-12-07 10:17:44.691150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2244 - accuracy: 0.9907
2024-12-07 10:17:44.922365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 0.2203 - accuracy: 0.9909
2024-12-07 10:17:45.147344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.2164 - accuracy: 0.9911
2024-12-07 10:17:45.380845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2126 - accuracy: 0.9912
2024-12-07 10:17:45.611664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2089 - accuracy: 0.9914
2024-12-07 10:17:45.844273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 0.2168 - accuracy: 0.9910
2024-12-07 10:17:46.073511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2412 - accuracy: 0.9906
2024-12-07 10:17:46.299126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3041 - accuracy: 0.9903
2024-12-07 10:17:46.527347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3047 - accuracy: 0.9900
2024-12-07 10:17:46.864790: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 22s 345ms/step - loss: 0.3047 - accuracy: 0.9900 - val_loss: 1.5008 - val_accuracy: 0.9780

Plotting the result

In [69]:
acc = history.history["accuracy"]
val_acc = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(acc) + 1)
plt.plot(epochs, acc, "bo", label="Training accuracy")
plt.plot(epochs, val_acc, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

Accuracy test

In [72]:
test_model = keras.models.load_model(
    "./models/feature_extraction_with_data_augmentation")
test_loss, test_acc = test_model.evaluate(test_dataset)
print(f"Test accuracy: {test_acc:.3f}")
63/63 [==============================] - 12s 190ms/step - loss: 0.8924 - accuracy: 0.9780
Test accuracy: 0.978

Fine-Tuning VGG16

In [91]:
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 7079424 (27.01 MB)
Non-trainable params: 7635264 (29.13 MB)
_________________________________________________________________
In [92]:
conv_base.trainable = True
for layer in conv_base.layers[:-4]:
    layer.trainable = False
In [93]:
model.summary()
Model: "model_5"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_8 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_1 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem (  (None, 180, 180, 3)       0         
 SlicingOpLambda)                                                
                                                                 
 tf.nn.bias_add (TFOpLambda  (None, 180, 180, 3)       0         
 )                                                               
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_5 (Flatten)         (None, 12800)             0         
                                                                 
 dense_7 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_4 (Dropout)         (None, 256)               0         
                                                                 
 dense_8 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17992001 (68.63 MB)
Trainable params: 10356737 (39.51 MB)
Non-trainable params: 7635264 (29.13 MB)
_________________________________________________________________
In [ ]:
 
In [95]:
conv_base = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False,
    input_shape=(180, 180, 3))
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_9 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 block1_conv1 (Conv2D)       (None, 180, 180, 64)      1792      
                                                                 
 block1_conv2 (Conv2D)       (None, 180, 180, 64)      36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, 90, 90, 64)        0         
                                                                 
 block2_conv1 (Conv2D)       (None, 90, 90, 128)       73856     
                                                                 
 block2_conv2 (Conv2D)       (None, 90, 90, 128)       147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, 45, 45, 128)       0         
                                                                 
 block3_conv1 (Conv2D)       (None, 45, 45, 256)       295168    
                                                                 
 block3_conv2 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_conv3 (Conv2D)       (None, 45, 45, 256)       590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, 22, 22, 256)       0         
                                                                 
 block4_conv1 (Conv2D)       (None, 22, 22, 512)       1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, 22, 22, 512)       2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, 11, 11, 512)       0         
                                                                 
 block5_conv1 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, 11, 11, 512)       2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, 5, 5, 512)         0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [97]:
import numpy as np

def get_features_and_labels(dataset):
    all_features = []
    all_labels = []
    for images, labels in dataset:
        preprocessed_images = keras.applications.vgg16.preprocess_input(images)
        features = conv_base.predict(preprocessed_images)
        all_features.append(features)
        all_labels.append(labels)
    return np.concatenate(all_features), np.concatenate(all_labels)

train_features, train_labels =  get_features_and_labels(train_dataset)
val_features, val_labels =  get_features_and_labels(validation_dataset)
test_features, test_labels =  get_features_and_labels(test_dataset)
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In [98]:
train_features.shape
Out[98]:
(2000, 5, 5, 512)
In [99]:
inputs = keras.Input(shape=(5, 5, 512))
x = layers.Flatten()(inputs)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
In [100]:
model.summary()
Model: "model_6"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_10 (InputLayer)       [(None, 5, 5, 512)]       0         
                                                                 
 flatten_6 (Flatten)         (None, 12800)             0         
                                                                 
 dense_9 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_5 (Dropout)         (None, 256)               0         
                                                                 
 dense_10 (Dense)            (None, 1)                 257       
                                                                 
=================================================================
Total params: 3277313 (12.50 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [102]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
      filepath="./models/feature_extraction",
      save_best_only=True,
      monitor="val_loss")
]
history = model.fit(
    train_features, train_labels,
    epochs=20,
    validation_data=(val_features, val_labels),
    callbacks=callbacks)
Epoch 1/20
63/63 [==============================] - ETA: 0s - loss: 4.8105 - accuracy: 0.9715INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
63/63 [==============================] - 2s 19ms/step - loss: 4.8105 - accuracy: 0.9715 - val_loss: 5.7753 - val_accuracy: 0.9650
Epoch 2/20
63/63 [==============================] - 1s 10ms/step - loss: 2.7323 - accuracy: 0.9795 - val_loss: 8.2243 - val_accuracy: 0.9670
Epoch 3/20
63/63 [==============================] - 1s 10ms/step - loss: 1.6677 - accuracy: 0.9890 - val_loss: 11.1357 - val_accuracy: 0.9540
Epoch 4/20
62/63 [============================>.] - ETA: 0s - loss: 1.2351 - accuracy: 0.9904INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
63/63 [==============================] - 1s 21ms/step - loss: 1.2252 - accuracy: 0.9905 - val_loss: 5.3300 - val_accuracy: 0.9760
Epoch 5/20
63/63 [==============================] - 1s 11ms/step - loss: 0.3472 - accuracy: 0.9955 - val_loss: 6.0553 - val_accuracy: 0.9680
Epoch 6/20
63/63 [==============================] - 1s 10ms/step - loss: 0.4681 - accuracy: 0.9955 - val_loss: 5.8588 - val_accuracy: 0.9740
Epoch 7/20
63/63 [==============================] - 1s 10ms/step - loss: 0.7723 - accuracy: 0.9930 - val_loss: 8.3973 - val_accuracy: 0.9680
Epoch 8/20
63/63 [==============================] - 1s 11ms/step - loss: 0.3913 - accuracy: 0.9965 - val_loss: 6.3292 - val_accuracy: 0.9710
Epoch 9/20
63/63 [==============================] - 1s 10ms/step - loss: 0.4170 - accuracy: 0.9960 - val_loss: 5.8137 - val_accuracy: 0.9730
Epoch 10/20
63/63 [==============================] - 1s 9ms/step - loss: 0.3409 - accuracy: 0.9965 - val_loss: 6.7391 - val_accuracy: 0.9710
Epoch 11/20
63/63 [==============================] - ETA: 0s - loss: 0.3219 - accuracy: 0.9985INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction/assets
63/63 [==============================] - 1s 14ms/step - loss: 0.3219 - accuracy: 0.9985 - val_loss: 4.9939 - val_accuracy: 0.9760
Epoch 12/20
63/63 [==============================] - 1s 9ms/step - loss: 0.0705 - accuracy: 0.9990 - val_loss: 5.4859 - val_accuracy: 0.9730
Epoch 13/20
63/63 [==============================] - 1s 11ms/step - loss: 0.2911 - accuracy: 0.9975 - val_loss: 9.5548 - val_accuracy: 0.9660
Epoch 14/20
63/63 [==============================] - 1s 8ms/step - loss: 0.1064 - accuracy: 0.9990 - val_loss: 5.1872 - val_accuracy: 0.9720
Epoch 15/20
63/63 [==============================] - 1s 9ms/step - loss: 0.0500 - accuracy: 0.9985 - val_loss: 6.4353 - val_accuracy: 0.9750
Epoch 16/20
63/63 [==============================] - 1s 9ms/step - loss: 0.1629 - accuracy: 0.9980 - val_loss: 6.7149 - val_accuracy: 0.9750
Epoch 17/20
63/63 [==============================] - 1s 9ms/step - loss: 0.1962 - accuracy: 0.9980 - val_loss: 6.4924 - val_accuracy: 0.9750
Epoch 18/20
63/63 [==============================] - 1s 9ms/step - loss: 0.0066 - accuracy: 0.9995 - val_loss: 6.4428 - val_accuracy: 0.9760
Epoch 19/20
63/63 [==============================] - 1s 9ms/step - loss: 0.2780 - accuracy: 0.9985 - val_loss: 6.9978 - val_accuracy: 0.9730
Epoch 20/20
63/63 [==============================] - 1s 8ms/step - loss: 0.1725 - accuracy: 0.9990 - val_loss: 7.5005 - val_accuracy: 0.9730

Plotting the results

In [104]:
import matplotlib.pyplot as plt
acc = history.history["accuracy"]
val_acc = history.history["val_accuracy"]
loss = history.history["loss"]
val_loss = history.history["val_loss"]
epochs = range(1, len(acc) + 1)
plt.plot(epochs, acc, "bo", label="Training accuracy")
plt.plot(epochs, val_acc, "b", label="Validation accuracy")
plt.title("Training and validation accuracy")
plt.legend()
plt.figure()
plt.plot(epochs, loss, "bo", label="Training loss")
plt.plot(epochs, val_loss, "b", label="Validation loss")
plt.title("Training and validation loss")
plt.legend()
plt.show()

Performance Matrix

the results

In [40]:
test_model = keras.models.load_model(
    "./models/feature_extraction")
test_loss, test_acc = test_model.evaluate(x=test_features, y=test_labels)
print(f"Test accuracy: {test_acc:.3f}")
63/63 [==============================] - 0s 4ms/step - loss: 4.8902 - accuracy: 0.9710
Test accuracy: 0.971

Feature Extraction with Data Augmentation

In [41]:
conv_base  = keras.applications.vgg16.VGG16(
    weights="imagenet",
    include_top=False)
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 14714688 (56.13 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
In [42]:
conv_base.trainable = False
conv_base.summary()
Model: "vgg16"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_7 (InputLayer)        [(None, None, None, 3)]   0         
                                                                 
 block1_conv1 (Conv2D)       (None, None, None, 64)    1792      
                                                                 
 block1_conv2 (Conv2D)       (None, None, None, 64)    36928     
                                                                 
 block1_pool (MaxPooling2D)  (None, None, None, 64)    0         
                                                                 
 block2_conv1 (Conv2D)       (None, None, None, 128)   73856     
                                                                 
 block2_conv2 (Conv2D)       (None, None, None, 128)   147584    
                                                                 
 block2_pool (MaxPooling2D)  (None, None, None, 128)   0         
                                                                 
 block3_conv1 (Conv2D)       (None, None, None, 256)   295168    
                                                                 
 block3_conv2 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_conv3 (Conv2D)       (None, None, None, 256)   590080    
                                                                 
 block3_pool (MaxPooling2D)  (None, None, None, 256)   0         
                                                                 
 block4_conv1 (Conv2D)       (None, None, None, 512)   1180160   
                                                                 
 block4_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block4_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
 block5_conv1 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv2 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_conv3 (Conv2D)       (None, None, None, 512)   2359808   
                                                                 
 block5_pool (MaxPooling2D)  (None, None, None, 512)   0         
                                                                 
=================================================================
Total params: 14714688 (56.13 MB)
Trainable params: 0 (0.00 Byte)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________
In [43]:
data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
        layers.RandomZoom(0.2),
    ]
)

inputs = keras.Input(shape=(180, 180, 3))
x = data_augmentation(inputs)
x = keras.applications.vgg16.preprocess_input(x)
x = conv_base(x)
x = layers.Flatten()(x)
x = layers.Dense(256)(x)
x = layers.Dropout(0.5)(x)
outputs = layers.Dense(1, activation="sigmoid")(x)
model = keras.Model(inputs, outputs)
model.summary()
Model: "model_4"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_8 (InputLayer)        [(None, 180, 180, 3)]     0         
                                                                 
 sequential_2 (Sequential)   (None, 180, 180, 3)       0         
                                                                 
 tf.__operators__.getitem_1  (None, 180, 180, 3)       0         
  (SlicingOpLambda)                                              
                                                                 
 tf.nn.bias_add_1 (TFOpLamb  (None, 180, 180, 3)       0         
 da)                                                             
                                                                 
 vgg16 (Functional)          (None, None, None, 512)   14714688  
                                                                 
 flatten_4 (Flatten)         (None, 12800)             0         
                                                                 
 dense_6 (Dense)             (None, 256)               3277056   
                                                                 
 dropout_3 (Dropout)         (None, 256)               0         
                                                                 
 dense_7 (Dense)             (None, 1)                 257       
                                                                 
=================================================================
Total params: 17992001 (68.63 MB)
Trainable params: 3277313 (12.50 MB)
Non-trainable params: 14714688 (56.13 MB)
_________________________________________________________________
In [114]:
model.compile(loss="binary_crossentropy",
              optimizer="rmsprop",
              metrics=["accuracy"])

callbacks = [
    keras.callbacks.ModelCheckpoint(
        filepath="./models/feature_extraction_with_data_augmentation",
        save_best_only=True,
        monitor="val_loss")
]
history = model.fit(
    train_dataset,
    epochs=50,
    validation_data=validation_dataset,
    callbacks=callbacks)
Epoch 1/50
2024-12-03 23:03:54.450555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 1:03 - loss: 24.7524 - accuracy: 0.9062
2024-12-03 23:03:54.931622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 25.7573 - accuracy: 0.8750 
2024-12-03 23:03:55.149652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 23.4204 - accuracy: 0.8646
2024-12-03 23:03:55.366198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 23.0748 - accuracy: 0.8750
2024-12-03 23:03:55.582927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 22.2468 - accuracy: 0.8687
2024-12-03 23:03:55.796213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 20.1106 - accuracy: 0.8646
2024-12-03 23:03:56.010696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 27.7876 - accuracy: 0.8661
2024-12-03 23:03:56.223014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 24.3141 - accuracy: 0.8828
2024-12-03 23:03:56.439275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 23.7319 - accuracy: 0.8854
2024-12-03 23:03:56.655476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 21.8297 - accuracy: 0.8906
2024-12-03 23:03:56.908131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 20.0300 - accuracy: 0.8977
2024-12-03 23:03:57.121424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 18.7241 - accuracy: 0.9010
2024-12-03 23:03:57.352213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 17.5599 - accuracy: 0.9038
2024-12-03 23:03:57.564943: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 16.6491 - accuracy: 0.9085
2024-12-03 23:03:57.780631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 15.5850 - accuracy: 0.9125
2024-12-03 23:03:57.993358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 14.6394 - accuracy: 0.9160
2024-12-03 23:03:58.206844: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 13.9603 - accuracy: 0.9191
2024-12-03 23:03:58.420750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 14.2225 - accuracy: 0.9184 
2024-12-03 23:03:58.637014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 13.8272 - accuracy: 0.9178
2024-12-03 23:03:58.848183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 13.5343 - accuracy: 0.9203
2024-12-03 23:03:59.063463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 13.4383 - accuracy: 0.9196
2024-12-03 23:03:59.277444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 8s - loss: 13.3046 - accuracy: 0.9219
2024-12-03 23:03:59.491215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 12.9176 - accuracy: 0.9239
2024-12-03 23:03:59.705450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 13.0041 - accuracy: 0.9232
2024-12-03 23:03:59.922912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 12.7115 - accuracy: 0.9237
2024-12-03 23:04:00.153222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 12.3238 - accuracy: 0.9255
2024-12-03 23:04:00.397132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 12.4907 - accuracy: 0.9259
2024-12-03 23:04:00.609757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 12.8165 - accuracy: 0.9241
2024-12-03 23:04:00.822962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 12.6795 - accuracy: 0.9224
2024-12-03 23:04:01.039732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 12.6748 - accuracy: 0.9229
2024-12-03 23:04:01.257128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 6s - loss: 12.4545 - accuracy: 0.9234
2024-12-03 23:04:01.471815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 12.0653 - accuracy: 0.9258
2024-12-03 23:04:01.683842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 12.1356 - accuracy: 0.9252
2024-12-03 23:04:01.916293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 11.9058 - accuracy: 0.9265
2024-12-03 23:04:02.200236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 11.7485 - accuracy: 0.9268
2024-12-03 23:04:02.426880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 11.4647 - accuracy: 0.9280
2024-12-03 23:04:02.642208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 11.1969 - accuracy: 0.9291
2024-12-03 23:04:02.855216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 11.2382 - accuracy: 0.9285
2024-12-03 23:04:03.069971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 10.9737 - accuracy: 0.9295
2024-12-03 23:04:03.283848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 10.9083 - accuracy: 0.9297
2024-12-03 23:04:03.523818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 10.7167 - accuracy: 0.9306
2024-12-03 23:04:03.756062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 10.4615 - accuracy: 0.9323
2024-12-03 23:04:03.975427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 10.4166 - accuracy: 0.9317
2024-12-03 23:04:04.190146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 10.2241 - accuracy: 0.9325
2024-12-03 23:04:04.406224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3s - loss: 9.9969 - accuracy: 0.9340 
2024-12-03 23:04:04.622729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 10.1331 - accuracy: 0.9341
2024-12-03 23:04:04.839413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 10.2041 - accuracy: 0.9335
2024-12-03 23:04:05.054307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 9.9915 - accuracy: 0.9349 
2024-12-03 23:04:05.271669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 9.8988 - accuracy: 0.9356
2024-12-03 23:04:05.489244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 9.8986 - accuracy: 0.9350
2024-12-03 23:04:05.716768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 9.7164 - accuracy: 0.9357
2024-12-03 23:04:05.931332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 9.5810 - accuracy: 0.9363
2024-12-03 23:04:06.148140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 9.6490 - accuracy: 0.9357
2024-12-03 23:04:06.362192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 9.8156 - accuracy: 0.9334
2024-12-03 23:04:06.574938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 9.6887 - accuracy: 0.9335
2024-12-03 23:04:06.791745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 9.5204 - accuracy: 0.9342
2024-12-03 23:04:07.003571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 9.4084 - accuracy: 0.9348
2024-12-03 23:04:07.215652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 9.3900 - accuracy: 0.9348
2024-12-03 23:04:07.428600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 9.5697 - accuracy: 0.9338
2024-12-03 23:04:07.647910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 9.4858 - accuracy: 0.9344
2024-12-03 23:04:07.858854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 9.9247 - accuracy: 0.9319
2024-12-03 23:04:08.069500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 10.1667 - accuracy: 0.9320
2024-12-03 23:04:08.279427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 10.1058 - accuracy: 0.9320INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 23s 348ms/step - loss: 10.1058 - accuracy: 0.9320 - val_loss: 2.9922 - val_accuracy: 0.9710
Epoch 2/50
2024-12-03 23:04:16.479691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.6284 - accuracy: 0.9688
2024-12-03 23:04:16.792545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.8142 - accuracy: 0.9844
2024-12-03 23:04:17.008799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.9289 - accuracy: 0.9792
2024-12-03 23:04:17.223366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 4.0752 - accuracy: 0.9688
2024-12-03 23:04:17.441623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 4.8634 - accuracy: 0.9625
2024-12-03 23:04:17.662758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 4.1991 - accuracy: 0.9635
2024-12-03 23:04:17.882044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 3.5992 - accuracy: 0.9688
2024-12-03 23:04:18.100478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 3.2353 - accuracy: 0.9688
2024-12-03 23:04:18.320388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 3.2807 - accuracy: 0.9688
2024-12-03 23:04:18.537446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 4.4573 - accuracy: 0.9594
2024-12-03 23:04:18.755834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 4.0521 - accuracy: 0.9631
2024-12-03 23:04:18.973769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 5.0070 - accuracy: 0.9557
2024-12-03 23:04:19.234846: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 5.8617 - accuracy: 0.9519
2024-12-03 23:04:19.449304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 7.1298 - accuracy: 0.9464
2024-12-03 23:04:19.665946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 7.3155 - accuracy: 0.9458
2024-12-03 23:04:19.884685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 7.1029 - accuracy: 0.9453
2024-12-03 23:04:20.099202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 6.7506 - accuracy: 0.9467
2024-12-03 23:04:20.317398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 6.6507 - accuracy: 0.9462 
2024-12-03 23:04:20.535743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 6.8366 - accuracy: 0.9457
2024-12-03 23:04:20.753023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 6.7519 - accuracy: 0.9469
2024-12-03 23:04:20.969784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 7.0690 - accuracy: 0.9464
2024-12-03 23:04:21.184022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 8s - loss: 6.8683 - accuracy: 0.9474
2024-12-03 23:04:21.399829: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 7.3702 - accuracy: 0.9484
2024-12-03 23:04:21.635153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 7.3273 - accuracy: 0.9479
2024-12-03 23:04:21.846945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 7.0342 - accuracy: 0.9500
2024-12-03 23:04:22.072941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 7.3047 - accuracy: 0.9483
2024-12-03 23:04:22.326585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 7.3295 - accuracy: 0.9468
2024-12-03 23:04:22.544921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 7.2098 - accuracy: 0.9475
2024-12-03 23:04:22.758075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 7.1875 - accuracy: 0.9450
2024-12-03 23:04:22.975421: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 7.5097 - accuracy: 0.9448
2024-12-03 23:04:23.191565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 7.7953 - accuracy: 0.9435
2024-12-03 23:04:23.408415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 7.5517 - accuracy: 0.9453
2024-12-03 23:04:23.636817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 7.3783 - accuracy: 0.9460
2024-12-03 23:04:23.851450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 7.2609 - accuracy: 0.9467
2024-12-03 23:04:24.067407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 7.0535 - accuracy: 0.9482
2024-12-03 23:04:24.283240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 7.0857 - accuracy: 0.9479
2024-12-03 23:04:24.503598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 6.8942 - accuracy: 0.9493
2024-12-03 23:04:24.719667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 6.8433 - accuracy: 0.9490
2024-12-03 23:04:24.937049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 6.8897 - accuracy: 0.9487
2024-12-03 23:04:25.153467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 7.0959 - accuracy: 0.9484
2024-12-03 23:04:25.366670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 6.9228 - accuracy: 0.9497
2024-12-03 23:04:25.586674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 7.0496 - accuracy: 0.9487
2024-12-03 23:04:25.800702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 7.1845 - accuracy: 0.9477
2024-12-03 23:04:26.017854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 7.1188 - accuracy: 0.9482
2024-12-03 23:04:26.231565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 3s - loss: 6.9747 - accuracy: 0.9479
2024-12-03 23:04:26.449950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 6.8230 - accuracy: 0.9490
2024-12-03 23:04:26.667931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 6.6779 - accuracy: 0.9501
2024-12-03 23:04:26.882231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 6.9817 - accuracy: 0.9499
2024-12-03 23:04:27.099771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 6.8425 - accuracy: 0.9503
2024-12-03 23:04:27.314230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 6.7490 - accuracy: 0.9506
2024-12-03 23:04:27.533676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 6.7671 - accuracy: 0.9498
2024-12-03 23:04:27.792560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 6.7106 - accuracy: 0.9495
2024-12-03 23:04:28.006584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 6.8892 - accuracy: 0.9493
2024-12-03 23:04:28.225381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 1s - loss: 6.7616 - accuracy: 0.9502
2024-12-03 23:04:28.436890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 7.1045 - accuracy: 0.9483
2024-12-03 23:04:28.648160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 7.3224 - accuracy: 0.9459
2024-12-03 23:04:28.864253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 7.2519 - accuracy: 0.9457
2024-12-03 23:04:29.077101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 7.1269 - accuracy: 0.9467
2024-12-03 23:04:29.289023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 7.0061 - accuracy: 0.9476
2024-12-03 23:04:29.500158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 6.9031 - accuracy: 0.9479
2024-12-03 23:04:29.711995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 6.8136 - accuracy: 0.9477
2024-12-03 23:04:29.924308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 6.6900 - accuracy: 0.9485
2024-12-03 23:04:30.135640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 20s 312ms/step - loss: 6.6900 - accuracy: 0.9485 - val_loss: 4.8599 - val_accuracy: 0.9710
Epoch 3/50
2024-12-03 23:04:36.163493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 21.1893 - accuracy: 0.9375
2024-12-03 23:04:36.447876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 14.9768 - accuracy: 0.9531
2024-12-03 23:04:36.662329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 11.0450 - accuracy: 0.9583
2024-12-03 23:04:36.880892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 8.2837 - accuracy: 0.9688 
2024-12-03 23:04:37.094488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 6.6270 - accuracy: 0.9750
2024-12-03 23:04:37.312189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 6.7480 - accuracy: 0.9740
2024-12-03 23:04:37.526929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 5.8561 - accuracy: 0.9732
2024-12-03 23:04:37.743553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 5.3129 - accuracy: 0.9648
2024-12-03 23:04:37.959498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 4.7225 - accuracy: 0.9688
2024-12-03 23:04:38.177789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 4.2503 - accuracy: 0.9719
2024-12-03 23:04:38.394696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 5.5904 - accuracy: 0.9716
2024-12-03 23:04:38.613809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 6.0598 - accuracy: 0.9714
2024-12-03 23:04:38.827865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 5.8431 - accuracy: 0.9712
2024-12-03 23:04:39.045305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 5.9800 - accuracy: 0.9710
2024-12-03 23:04:39.314397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 6.5040 - accuracy: 0.9667
2024-12-03 23:04:39.531632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 6.0975 - accuracy: 0.9688
2024-12-03 23:04:39.749830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 5.9341 - accuracy: 0.9688
2024-12-03 23:04:39.965466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 9s - loss: 5.6058 - accuracy: 0.9688 
2024-12-03 23:04:40.181499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 5.3108 - accuracy: 0.9704
2024-12-03 23:04:40.400324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 5.0453 - accuracy: 0.9719
2024-12-03 23:04:40.618862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 4.9497 - accuracy: 0.9717
2024-12-03 23:04:40.837874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 4.7247 - accuracy: 0.9730
2024-12-03 23:04:41.072827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 4.7578 - accuracy: 0.9728
2024-12-03 23:04:41.286271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 4.5596 - accuracy: 0.9740
2024-12-03 23:04:41.506813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 4.6781 - accuracy: 0.9712
2024-12-03 23:04:41.724668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 4.4982 - accuracy: 0.9724
2024-12-03 23:04:41.984774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 7s - loss: 4.3742 - accuracy: 0.9722
2024-12-03 23:04:42.210357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 4.4641 - accuracy: 0.9721
2024-12-03 23:04:42.430368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 4.6551 - accuracy: 0.9709
2024-12-03 23:04:42.645986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 5.1052 - accuracy: 0.9698
2024-12-03 23:04:42.883713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 4.9405 - accuracy: 0.9708
2024-12-03 23:04:43.098783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 6s - loss: 4.7862 - accuracy: 0.9717
2024-12-03 23:04:43.321015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 4.6411 - accuracy: 0.9725
2024-12-03 23:04:43.538853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 4.6269 - accuracy: 0.9724
2024-12-03 23:04:43.761736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 4.5034 - accuracy: 0.9723
2024-12-03 23:04:43.980029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 5s - loss: 4.4011 - accuracy: 0.9722
2024-12-03 23:04:44.199235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 4.5651 - accuracy: 0.9713
2024-12-03 23:04:44.433972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 4.4450 - accuracy: 0.9720
2024-12-03 23:04:44.653548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 4.3796 - accuracy: 0.9720
2024-12-03 23:04:44.919726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 4.3297 - accuracy: 0.9719
2024-12-03 23:04:45.136695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 4s - loss: 4.4165 - accuracy: 0.9703
2024-12-03 23:04:45.355462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 4.4934 - accuracy: 0.9695
2024-12-03 23:04:45.578373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 4.4543 - accuracy: 0.9688
2024-12-03 23:04:45.800127: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 4.3530 - accuracy: 0.9695
2024-12-03 23:04:46.020951: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 4.3068 - accuracy: 0.9694
2024-12-03 23:04:46.243766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 4.4921 - accuracy: 0.9688
2024-12-03 23:04:46.479299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 4.4318 - accuracy: 0.9688
2024-12-03 23:04:46.704864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 4.4585 - accuracy: 0.9688
2024-12-03 23:04:46.929478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 4.4197 - accuracy: 0.9681
2024-12-03 23:04:47.147103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 4.3351 - accuracy: 0.9681
2024-12-03 23:04:47.370188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 4.3153 - accuracy: 0.9681
2024-12-03 23:04:47.594192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 4.3082 - accuracy: 0.9681
2024-12-03 23:04:47.819337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 4.4735 - accuracy: 0.9664
2024-12-03 23:04:48.040244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 4.5947 - accuracy: 0.9653
2024-12-03 23:04:48.257631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 4.6136 - accuracy: 0.9642
2024-12-03 23:04:48.476133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 4.6897 - accuracy: 0.9637
2024-12-03 23:04:48.698110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 4.6317 - accuracy: 0.9638
2024-12-03 23:04:48.917228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 4.5733 - accuracy: 0.9639
2024-12-03 23:04:49.137695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 4.6501 - accuracy: 0.9619
2024-12-03 23:04:49.355474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 4.5856 - accuracy: 0.9620
2024-12-03 23:04:49.578315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 4.7344 - accuracy: 0.9616
2024-12-03 23:04:49.796743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 4.6208 - accuracy: 0.9625
2024-12-03 23:04:50.015382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 22s 355ms/step - loss: 4.6208 - accuracy: 0.9625 - val_loss: 2.7453 - val_accuracy: 0.9830
Epoch 4/50
2024-12-03 23:04:58.470877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 17.6109 - accuracy: 0.8438
2024-12-03 23:04:58.772693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 8.8055 - accuracy: 0.9219 
2024-12-03 23:04:58.985442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 7.9170 - accuracy: 0.9375
2024-12-03 23:04:59.201337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 7.6363 - accuracy: 0.9453
2024-12-03 23:04:59.421425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 7.5426 - accuracy: 0.9438
2024-12-03 23:04:59.642631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 8.7736 - accuracy: 0.9375
2024-12-03 23:04:59.862904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 8.2217 - accuracy: 0.9330
2024-12-03 23:05:00.083286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 7.1940 - accuracy: 0.9414
2024-12-03 23:05:00.302873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 6.9324 - accuracy: 0.9444
2024-12-03 23:05:00.521177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 6.2392 - accuracy: 0.9500
2024-12-03 23:05:00.742908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 5.8078 - accuracy: 0.9489
2024-12-03 23:05:00.963813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 5.3589 - accuracy: 0.9505
2024-12-03 23:05:01.185669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 4.9467 - accuracy: 0.9543
2024-12-03 23:05:01.404528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 4.9834 - accuracy: 0.9487
2024-12-03 23:05:01.643802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 5.5800 - accuracy: 0.9458
2024-12-03 23:05:01.864969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 5.4527 - accuracy: 0.9453
2024-12-03 23:05:02.086862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 5.2498 - accuracy: 0.9467
2024-12-03 23:05:02.352996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 4.9582 - accuracy: 0.9497
2024-12-03 23:05:02.571719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 5.1188 - accuracy: 0.9474 
2024-12-03 23:05:02.797690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 4.9581 - accuracy: 0.9484
2024-12-03 23:05:03.019413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 4.7429 - accuracy: 0.9494
2024-12-03 23:05:03.245563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 4.8734 - accuracy: 0.9489
2024-12-03 23:05:03.467882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 8s - loss: 4.7165 - accuracy: 0.9497
2024-12-03 23:05:03.690740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 4.6540 - accuracy: 0.9505
2024-12-03 23:05:03.914636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 4.5206 - accuracy: 0.9513
2024-12-03 23:05:04.138921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 4.3487 - accuracy: 0.9519
2024-12-03 23:05:04.419056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 4.1876 - accuracy: 0.9537
2024-12-03 23:05:04.647896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 4.1412 - accuracy: 0.9542
2024-12-03 23:05:04.871717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 4.0312 - accuracy: 0.9547
2024-12-03 23:05:05.097230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 3.9571 - accuracy: 0.9552
2024-12-03 23:05:05.322931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 4.1415 - accuracy: 0.9546
2024-12-03 23:05:05.547389: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 4.0369 - accuracy: 0.9551
2024-12-03 23:05:05.777046: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 3.9145 - accuracy: 0.9564
2024-12-03 23:05:06.002303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 3.8460 - accuracy: 0.9568
2024-12-03 23:05:06.226779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 3.8457 - accuracy: 0.9571
2024-12-03 23:05:06.453413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 3.9279 - accuracy: 0.9557
2024-12-03 23:05:06.679271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 3.8371 - accuracy: 0.9561
2024-12-03 23:05:06.906562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 3.7361 - accuracy: 0.9572
2024-12-03 23:05:07.190074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 3.8098 - accuracy: 0.9559
2024-12-03 23:05:07.418754: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 3.8632 - accuracy: 0.9555
2024-12-03 23:05:07.644929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 3.7690 - accuracy: 0.9566
2024-12-03 23:05:07.870401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 3.7363 - accuracy: 0.9568
2024-12-03 23:05:08.098623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 3.7012 - accuracy: 0.9564
2024-12-03 23:05:08.325753: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 3.6171 - accuracy: 0.9574
2024-12-03 23:05:08.554056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 3.6206 - accuracy: 0.9576
2024-12-03 23:05:08.801399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 3.8595 - accuracy: 0.9572
2024-12-03 23:05:09.034947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 3.8167 - accuracy: 0.9574
2024-12-03 23:05:09.261332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 3.9109 - accuracy: 0.9570
2024-12-03 23:05:09.488679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 3.8695 - accuracy: 0.9573
2024-12-03 23:05:09.769162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 3.8064 - accuracy: 0.9575
2024-12-03 23:05:09.998114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 3.7515 - accuracy: 0.9577
2024-12-03 23:05:10.224044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 3.7085 - accuracy: 0.9579
2024-12-03 23:05:10.452344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 3.6385 - accuracy: 0.9587
2024-12-03 23:05:10.682345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 3.5712 - accuracy: 0.9595
2024-12-03 23:05:10.905316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 3.6979 - accuracy: 0.9591
2024-12-03 23:05:11.131427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 3.6318 - accuracy: 0.9598
2024-12-03 23:05:11.401418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 3.5681 - accuracy: 0.9605
2024-12-03 23:05:11.624281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 3.5066 - accuracy: 0.9612
2024-12-03 23:05:11.849025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 3.6228 - accuracy: 0.9613
2024-12-03 23:05:12.079452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 3.7428 - accuracy: 0.9609
2024-12-03 23:05:12.303463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 3.7424 - accuracy: 0.9611
2024-12-03 23:05:12.525407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 3.6526 - accuracy: 0.9620
2024-12-03 23:05:12.744091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 331ms/step - loss: 3.6526 - accuracy: 0.9620 - val_loss: 3.9252 - val_accuracy: 0.9740
Epoch 5/50
2024-12-03 23:05:19.299591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 12.6557 - accuracy: 0.9062
2024-12-03 23:05:19.591397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 7.5754 - accuracy: 0.9219 
2024-12-03 23:05:19.814677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 5.3688 - accuracy: 0.9375
2024-12-03 23:05:20.038517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 5.4476 - accuracy: 0.9375
2024-12-03 23:05:20.265661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 5.0102 - accuracy: 0.9438
2024-12-03 23:05:20.489947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 4.1752 - accuracy: 0.9531
2024-12-03 23:05:20.714684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 4.9455 - accuracy: 0.9554
2024-12-03 23:05:20.940915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 5.0233 - accuracy: 0.9492
2024-12-03 23:05:21.165158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 4.6319 - accuracy: 0.9514
2024-12-03 23:05:21.393697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 4.2868 - accuracy: 0.9531
2024-12-03 23:05:21.618867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 4.2226 - accuracy: 0.9545
2024-12-03 23:05:21.842793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 4.2791 - accuracy: 0.9531
2024-12-03 23:05:22.068307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 3.9500 - accuracy: 0.9567
2024-12-03 23:05:22.307358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 4.1947 - accuracy: 0.9554
2024-12-03 23:05:22.536513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 4.1312 - accuracy: 0.9563
2024-12-03 23:05:22.761750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 3.8979 - accuracy: 0.9570
2024-12-03 23:05:22.986803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 3.8282 - accuracy: 0.9577
2024-12-03 23:05:23.214492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 3.6249 - accuracy: 0.9583
2024-12-03 23:05:23.446530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 3.4341 - accuracy: 0.9605 
2024-12-03 23:05:23.685879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 3.3356 - accuracy: 0.9609
2024-12-03 23:05:23.919926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 3.1986 - accuracy: 0.9613
2024-12-03 23:05:24.146934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 3.2099 - accuracy: 0.9616
2024-12-03 23:05:24.376681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 3.2457 - accuracy: 0.9606
2024-12-03 23:05:24.605090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 3.8762 - accuracy: 0.9596
2024-12-03 23:05:24.833763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 3.8436 - accuracy: 0.9600
2024-12-03 23:05:25.061534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 3.7599 - accuracy: 0.9591
2024-12-03 23:05:25.287935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 3.7292 - accuracy: 0.9595
2024-12-03 23:05:25.514719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 3.5960 - accuracy: 0.9609
2024-12-03 23:05:25.741562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 3.4720 - accuracy: 0.9623
2024-12-03 23:05:25.968354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 3.4524 - accuracy: 0.9625
2024-12-03 23:05:26.241751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 3.4985 - accuracy: 0.9617
2024-12-03 23:05:26.467599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 3.6761 - accuracy: 0.9609
2024-12-03 23:05:26.695451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 3.5647 - accuracy: 0.9621
2024-12-03 23:05:26.921705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 3.4988 - accuracy: 0.9623
2024-12-03 23:05:27.153322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 3.3988 - accuracy: 0.9634
2024-12-03 23:05:27.385587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 3.3044 - accuracy: 0.9644
2024-12-03 23:05:27.620012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 3.2202 - accuracy: 0.9645
2024-12-03 23:05:27.853274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 3.2279 - accuracy: 0.9630
2024-12-03 23:05:28.081394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 3.1451 - accuracy: 0.9639
2024-12-03 23:05:28.307799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 3.0676 - accuracy: 0.9641
2024-12-03 23:05:28.534953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 3.2138 - accuracy: 0.9634
2024-12-03 23:05:28.763072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 3.3464 - accuracy: 0.9628
2024-12-03 23:05:28.990392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 3.3213 - accuracy: 0.9622
2024-12-03 23:05:29.220037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 3.4254 - accuracy: 0.9616
2024-12-03 23:05:29.494867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 3.4775 - accuracy: 0.9611
2024-12-03 23:05:29.723321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 3.4341 - accuracy: 0.9613
2024-12-03 23:05:29.952077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 3.3923 - accuracy: 0.9614
2024-12-03 23:05:30.180605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 3.3879 - accuracy: 0.9609
2024-12-03 23:05:30.407255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 3.3799 - accuracy: 0.9611
2024-12-03 23:05:30.635603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 2s - loss: 3.3123 - accuracy: 0.9619
2024-12-03 23:05:30.863466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 3.3669 - accuracy: 0.9614
2024-12-03 23:05:31.091354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 3.3021 - accuracy: 0.9621
2024-12-03 23:05:31.321560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 3.2398 - accuracy: 0.9629
2024-12-03 23:05:31.549830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 3.1798 - accuracy: 0.9635
2024-12-03 23:05:31.776632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 3.1220 - accuracy: 0.9642
2024-12-03 23:05:32.001616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 3.0663 - accuracy: 0.9648
2024-12-03 23:05:32.228560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 3.0125 - accuracy: 0.9655
2024-12-03 23:05:32.452959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 3.0649 - accuracy: 0.9650
2024-12-03 23:05:32.678075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 3.0687 - accuracy: 0.9650
2024-12-03 23:05:32.903026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 3.0747 - accuracy: 0.9651
2024-12-03 23:05:33.174012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 3.0314 - accuracy: 0.9652
2024-12-03 23:05:33.395976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.9859 - accuracy: 0.9655
2024-12-03 23:05:33.619550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 334ms/step - loss: 2.9859 - accuracy: 0.9655 - val_loss: 2.9229 - val_accuracy: 0.9810
Epoch 6/50
2024-12-03 23:05:40.301872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 5.8008 - accuracy: 0.9062
2024-12-03 23:05:40.598132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 4.1343 - accuracy: 0.9219
2024-12-03 23:05:40.829221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 5.8155 - accuracy: 0.9271
2024-12-03 23:05:41.057413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 4.4942 - accuracy: 0.9375
2024-12-03 23:05:41.285745: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 4.3285 - accuracy: 0.9438
2024-12-03 23:05:41.516100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 4.5564 - accuracy: 0.9479
2024-12-03 23:05:41.746087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 4.3574 - accuracy: 0.9464
2024-12-03 23:05:41.975108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 4.1321 - accuracy: 0.9492
2024-12-03 23:05:42.205356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 3.6729 - accuracy: 0.9549
2024-12-03 23:05:42.435214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 3.3529 - accuracy: 0.9563
2024-12-03 23:05:42.664748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 3.7529 - accuracy: 0.9574
2024-12-03 23:05:42.894567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 4.4780 - accuracy: 0.9531
2024-12-03 23:05:43.125519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 4.4819 - accuracy: 0.9495
2024-12-03 23:05:43.354265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 4.5736 - accuracy: 0.9509
2024-12-03 23:05:43.585576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 4.2687 - accuracy: 0.9542
2024-12-03 23:05:43.815592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 4.0019 - accuracy: 0.9570
2024-12-03 23:05:44.046792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 3.9131 - accuracy: 0.9577
2024-12-03 23:05:44.325549: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 3.7941 - accuracy: 0.9583
2024-12-03 23:05:44.555527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 3.9850 - accuracy: 0.9572
2024-12-03 23:05:44.784703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 4.6225 - accuracy: 0.9563 
2024-12-03 23:05:45.015070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 4.4180 - accuracy: 0.9568
2024-12-03 23:05:45.245954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 4.2959 - accuracy: 0.9574
2024-12-03 23:05:45.478488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 4.1092 - accuracy: 0.9592
2024-12-03 23:05:45.710906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 4.2250 - accuracy: 0.9596
2024-12-03 23:05:45.941525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 4.1634 - accuracy: 0.9600
2024-12-03 23:05:46.170596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 4.3944 - accuracy: 0.9603
2024-12-03 23:05:46.401974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 4.2317 - accuracy: 0.9618
2024-12-03 23:05:46.631608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 4.3089 - accuracy: 0.9598
2024-12-03 23:05:46.861575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 4.3566 - accuracy: 0.9580
2024-12-03 23:05:47.092171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 4.3777 - accuracy: 0.9573
2024-12-03 23:05:47.322926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 4.3208 - accuracy: 0.9567
2024-12-03 23:05:47.596824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 4.2999 - accuracy: 0.9551
2024-12-03 23:05:47.826660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 4.6306 - accuracy: 0.9545
2024-12-03 23:05:48.055759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 4.4944 - accuracy: 0.9559
2024-12-03 23:05:48.288154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 4.4875 - accuracy: 0.9554
2024-12-03 23:05:48.519174: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 4.3629 - accuracy: 0.9566
2024-12-03 23:05:48.753304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 4.2449 - accuracy: 0.9578
2024-12-03 23:05:48.983800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 4.1332 - accuracy: 0.9589
2024-12-03 23:05:49.214629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 4.0272 - accuracy: 0.9599
2024-12-03 23:05:49.444828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 3.9870 - accuracy: 0.9602
2024-12-03 23:05:49.677473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 4.1975 - accuracy: 0.9596
2024-12-03 23:05:49.911785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 4.0975 - accuracy: 0.9606
2024-12-03 23:05:50.142569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 4.0567 - accuracy: 0.9608
2024-12-03 23:05:50.372725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 4.1034 - accuracy: 0.9609
2024-12-03 23:05:50.604811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 4.0122 - accuracy: 0.9618
2024-12-03 23:05:50.846626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 3.9250 - accuracy: 0.9626
2024-12-03 23:05:51.086706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 3.8415 - accuracy: 0.9634
2024-12-03 23:05:51.318698: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 3.7615 - accuracy: 0.9642
2024-12-03 23:05:51.550173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 3.6847 - accuracy: 0.9649
2024-12-03 23:05:51.780646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 3.6547 - accuracy: 0.9650
2024-12-03 23:05:52.012373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 3.5831 - accuracy: 0.9657
2024-12-03 23:05:52.243466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 3.5565 - accuracy: 0.9651
2024-12-03 23:05:52.478067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 3.5812 - accuracy: 0.9652
2024-12-03 23:05:52.708311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 3.5157 - accuracy: 0.9653
2024-12-03 23:05:52.938771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 3.4518 - accuracy: 0.9659
2024-12-03 23:05:53.169736: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 3.3901 - accuracy: 0.9665
2024-12-03 23:05:53.398325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 3.3402 - accuracy: 0.9666
2024-12-03 23:05:53.624545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 3.4017 - accuracy: 0.9666
2024-12-03 23:05:53.852948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 3.3440 - accuracy: 0.9672
2024-12-03 23:05:54.084390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 3.2883 - accuracy: 0.9677
2024-12-03 23:05:54.320669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 3.2690 - accuracy: 0.9667
2024-12-03 23:05:54.557652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 3.3774 - accuracy: 0.9670
2024-12-03 23:05:54.785615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 21s 338ms/step - loss: 3.3774 - accuracy: 0.9670 - val_loss: 5.4238 - val_accuracy: 0.9580
Epoch 7/50
2024-12-03 23:06:01.527852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 8.4123 - accuracy: 0.9688
2024-12-03 23:06:01.837374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 4.2061 - accuracy: 0.9844
2024-12-03 23:06:02.073455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 2.8041 - accuracy: 0.9896
2024-12-03 23:06:02.308676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 2.1031 - accuracy: 0.9922
2024-12-03 23:06:02.549022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 2.7274 - accuracy: 0.9750
2024-12-03 23:06:02.789274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 2.2728 - accuracy: 0.9792
2024-12-03 23:06:03.033009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 1.9482 - accuracy: 0.9821
2024-12-03 23:06:03.279003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 1.7046 - accuracy: 0.9844
2024-12-03 23:06:03.532484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 1.5152 - accuracy: 0.9861
2024-12-03 23:06:03.783653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 1.6557 - accuracy: 0.9844
2024-12-03 23:06:04.047914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 1.9259 - accuracy: 0.9801
2024-12-03 23:06:04.312657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 1.7655 - accuracy: 0.9818
2024-12-03 23:06:04.578989: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 1.6296 - accuracy: 0.9832
2024-12-03 23:06:04.853254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 1.8745 - accuracy: 0.9799
2024-12-03 23:06:05.123055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 2.0999 - accuracy: 0.9792
2024-12-03 23:06:05.396288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 2.1146 - accuracy: 0.9785
2024-12-03 23:06:05.662547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 1.9902 - accuracy: 0.9798
2024-12-03 23:06:05.930344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 2.2581 - accuracy: 0.9774
2024-12-03 23:06:06.191608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 2.1946 - accuracy: 0.9770
2024-12-03 23:06:06.450244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 2.1279 - accuracy: 0.9766
2024-12-03 23:06:06.705500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 2.1815 - accuracy: 0.9762
2024-12-03 23:06:06.950950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 2.0823 - accuracy: 0.9773
2024-12-03 23:06:07.190150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 2.0035 - accuracy: 0.9769
2024-12-03 23:06:07.433278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 1.9471 - accuracy: 0.9766 
2024-12-03 23:06:07.673987: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 2.0007 - accuracy: 0.9762
2024-12-03 23:06:07.915926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 1.9238 - accuracy: 0.9772
2024-12-03 23:06:08.164933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 1.9547 - accuracy: 0.9769
2024-12-03 23:06:08.412063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 1.9043 - accuracy: 0.9766
2024-12-03 23:06:08.657681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 1.8562 - accuracy: 0.9763
2024-12-03 23:06:08.897189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.8368 - accuracy: 0.9760
2024-12-03 23:06:09.137555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 1.7776 - accuracy: 0.9768
2024-12-03 23:06:09.377410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 1.7220 - accuracy: 0.9775
2024-12-03 23:06:09.628214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 1.6699 - accuracy: 0.9782
2024-12-03 23:06:09.885624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 1.7083 - accuracy: 0.9770
2024-12-03 23:06:10.147924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 1.6991 - accuracy: 0.9768
2024-12-03 23:06:10.401575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 1.6519 - accuracy: 0.9774
2024-12-03 23:06:10.644377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.7222 - accuracy: 0.9747
2024-12-03 23:06:10.881592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 1.8902 - accuracy: 0.9737
2024-12-03 23:06:11.118268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 1.8583 - accuracy: 0.9736
2024-12-03 23:06:11.359503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.8119 - accuracy: 0.9742
2024-12-03 23:06:11.597131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.7677 - accuracy: 0.9748
2024-12-03 23:06:11.838593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.7655 - accuracy: 0.9747
2024-12-03 23:06:12.081837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 1.8050 - accuracy: 0.9738
2024-12-03 23:06:12.322269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 1.7640 - accuracy: 0.9744
2024-12-03 23:06:12.562796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.7507 - accuracy: 0.9743
2024-12-03 23:06:12.809306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.7126 - accuracy: 0.9749
2024-12-03 23:06:13.052123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 1.8027 - accuracy: 0.9747
2024-12-03 23:06:13.292669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.8265 - accuracy: 0.9746
2024-12-03 23:06:13.549043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.7893 - accuracy: 0.9751
2024-12-03 23:06:13.794043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.7535 - accuracy: 0.9756
2024-12-03 23:06:14.034318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 1.8067 - accuracy: 0.9755
2024-12-03 23:06:14.277392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.7720 - accuracy: 0.9760
2024-12-03 23:06:14.520759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.7386 - accuracy: 0.9764
2024-12-03 23:06:14.754158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.7167 - accuracy: 0.9757
2024-12-03 23:06:15.030013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 1.6856 - accuracy: 0.9761
2024-12-03 23:06:15.264782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.9244 - accuracy: 0.9738
2024-12-03 23:06:15.502838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.9258 - accuracy: 0.9737
2024-12-03 23:06:15.742732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.8926 - accuracy: 0.9741
2024-12-03 23:06:15.975833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 1.9417 - accuracy: 0.9740
2024-12-03 23:06:16.206670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.9468 - accuracy: 0.9740
2024-12-03 23:06:16.444757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.9149 - accuracy: 0.9744
2024-12-03 23:06:16.678050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.8689 - accuracy: 0.9750
2024-12-03 23:06:16.909689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 24s 385ms/step - loss: 1.8689 - accuracy: 0.9750 - val_loss: 2.1150 - val_accuracy: 0.9810
Epoch 8/50
2024-12-03 23:06:25.687672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 3.5694e-05 - accuracy: 1.0000
2024-12-03 23:06:25.992405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 1.7847e-05 - accuracy: 1.0000
2024-12-03 23:06:26.207156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.3358 - accuracy: 0.9792    
2024-12-03 23:06:26.422788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.7199 - accuracy: 0.9766
2024-12-03 23:06:26.636061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.9089 - accuracy: 0.9750
2024-12-03 23:06:26.854653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 1.5999 - accuracy: 0.9688
2024-12-03 23:06:27.081692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 2.2136 - accuracy: 0.9688
2024-12-03 23:06:27.306854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 2.7082 - accuracy: 0.9648
2024-12-03 23:06:27.534336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 3.1522 - accuracy: 0.9653
2024-12-03 23:06:27.766384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 3.1129 - accuracy: 0.9594
2024-12-03 23:06:27.995121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 3.4962 - accuracy: 0.9574
2024-12-03 23:06:28.220269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 3.2049 - accuracy: 0.9609
2024-12-03 23:06:28.448968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 2.9583 - accuracy: 0.9639
2024-12-03 23:06:28.680035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 3.1325 - accuracy: 0.9643
2024-12-03 23:06:28.919166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 2.9417 - accuracy: 0.9646
2024-12-03 23:06:29.149675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 2.7579 - accuracy: 0.9668
2024-12-03 23:06:29.381016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 3.0618 - accuracy: 0.9669
2024-12-03 23:06:29.612643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 3.0698 - accuracy: 0.9670
2024-12-03 23:06:29.844266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 3.1707 - accuracy: 0.9671 
2024-12-03 23:06:30.076577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 3.2426 - accuracy: 0.9672
2024-12-03 23:06:30.309435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 3.2554 - accuracy: 0.9628
2024-12-03 23:06:30.540326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 3.2079 - accuracy: 0.9616
2024-12-03 23:06:30.772126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 3.0685 - accuracy: 0.9633
2024-12-03 23:06:31.004726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 3.3282 - accuracy: 0.9609
2024-12-03 23:06:31.238612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 3.1951 - accuracy: 0.9625
2024-12-03 23:06:31.471222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 3.1050 - accuracy: 0.9627
2024-12-03 23:06:31.706962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 2.9900 - accuracy: 0.9641
2024-12-03 23:06:31.995106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 3.1208 - accuracy: 0.9621
2024-12-03 23:06:32.224582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 3.0133 - accuracy: 0.9634
2024-12-03 23:06:32.455653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 3.0035 - accuracy: 0.9635
2024-12-03 23:06:32.693281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 3.2676 - accuracy: 0.9607
2024-12-03 23:06:32.926465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 3.1655 - accuracy: 0.9619
2024-12-03 23:06:33.159804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 3.0696 - accuracy: 0.9631
2024-12-03 23:06:33.392271: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 2.9793 - accuracy: 0.9642
2024-12-03 23:06:33.624896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 2.9496 - accuracy: 0.9643
2024-12-03 23:06:33.863219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 2.9278 - accuracy: 0.9644
2024-12-03 23:06:34.098372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 2.9434 - accuracy: 0.9645
2024-12-03 23:06:34.333322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 2.8756 - accuracy: 0.9638
2024-12-03 23:06:34.569800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 2.8019 - accuracy: 0.9647
2024-12-03 23:06:34.804899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 2.7701 - accuracy: 0.9648
2024-12-03 23:06:35.040417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 2.8816 - accuracy: 0.9634
2024-12-03 23:06:35.325936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 2.8358 - accuracy: 0.9635
2024-12-03 23:06:35.562295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 2.8996 - accuracy: 0.9629
2024-12-03 23:06:35.796744: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 2.8606 - accuracy: 0.9631
2024-12-03 23:06:36.032650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 2.8234 - accuracy: 0.9625
2024-12-03 23:06:36.269474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 2.7620 - accuracy: 0.9633
2024-12-03 23:06:36.506857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 2.7032 - accuracy: 0.9641
2024-12-03 23:06:36.744055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.7694 - accuracy: 0.9635
2024-12-03 23:06:36.980782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 2.7129 - accuracy: 0.9643
2024-12-03 23:06:37.216714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 2.8437 - accuracy: 0.9631
2024-12-03 23:06:37.452168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 2.8261 - accuracy: 0.9626
2024-12-03 23:06:37.690858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 2.7721 - accuracy: 0.9633
2024-12-03 23:06:37.927634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.7379 - accuracy: 0.9629
2024-12-03 23:06:38.164368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 2.6872 - accuracy: 0.9635
2024-12-03 23:06:38.442615: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 2.6554 - accuracy: 0.9636
2024-12-03 23:06:38.669714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 2.6080 - accuracy: 0.9643
2024-12-03 23:06:38.902988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 2.5623 - accuracy: 0.9649
2024-12-03 23:06:39.137761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 2.5181 - accuracy: 0.9655
2024-12-03 23:06:39.371217: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 2.4956 - accuracy: 0.9656
2024-12-03 23:06:39.603798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 2.5323 - accuracy: 0.9656
2024-12-03 23:06:39.838635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 2.5427 - accuracy: 0.9657
2024-12-03 23:06:40.073134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 2.4820 - accuracy: 0.9665
2024-12-03 23:06:40.307482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 22s 344ms/step - loss: 2.4820 - accuracy: 0.9665 - val_loss: 2.2223 - val_accuracy: 0.9800
Epoch 9/50
2024-12-03 23:06:47.337229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 3.8889 - accuracy: 0.9688
2024-12-03 23:06:47.667238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 1.9445 - accuracy: 0.9844
2024-12-03 23:06:47.915673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.2963 - accuracy: 0.9896
2024-12-03 23:06:48.169433: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 1.9952 - accuracy: 0.9844
2024-12-03 23:06:48.420543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 14s - loss: 1.6238 - accuracy: 0.9812
2024-12-03 23:06:48.671737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 1.9037 - accuracy: 0.9792
2024-12-03 23:06:48.921953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 1.6317 - accuracy: 0.9821
2024-12-03 23:06:49.174789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 1.5746 - accuracy: 0.9805
2024-12-03 23:06:49.430904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 1.3996 - accuracy: 0.9826
2024-12-03 23:06:49.682852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 1.8305 - accuracy: 0.9812
2024-12-03 23:06:49.936367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 13s - loss: 2.1202 - accuracy: 0.9773
2024-12-03 23:06:50.241092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 2.0202 - accuracy: 0.9766
2024-12-03 23:06:50.494086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 12s - loss: 1.8648 - accuracy: 0.9784
2024-12-03 23:06:50.746633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 1.7762 - accuracy: 0.9777
2024-12-03 23:06:50.991284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 1.9766 - accuracy: 0.9771
2024-12-03 23:06:51.240764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 2.0704 - accuracy: 0.9746
2024-12-03 23:06:51.493374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 11s - loss: 2.3102 - accuracy: 0.9706
2024-12-03 23:06:51.744528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 2.6504 - accuracy: 0.9670
2024-12-03 23:06:51.994825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 2.9376 - accuracy: 0.9622
2024-12-03 23:06:52.244432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 2.9822 - accuracy: 0.9609
2024-12-03 23:06:52.501545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 10s - loss: 2.9016 - accuracy: 0.9613
2024-12-03 23:06:52.753657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 2.7699 - accuracy: 0.9631
2024-12-03 23:06:53.007392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 2.8067 - accuracy: 0.9633
2024-12-03 23:06:53.310526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 2.8113 - accuracy: 0.9635
2024-12-03 23:06:53.578020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 2.6988 - accuracy: 0.9650 
2024-12-03 23:06:53.851974: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 2.8283 - accuracy: 0.9651
2024-12-03 23:06:54.132382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 2.7235 - accuracy: 0.9664
2024-12-03 23:06:54.422281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 2.6262 - accuracy: 0.9676
2024-12-03 23:06:54.720868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 2.6563 - accuracy: 0.9677
2024-12-03 23:06:55.019653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 2.6730 - accuracy: 0.9677
2024-12-03 23:06:55.319759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 2.5868 - accuracy: 0.9688
2024-12-03 23:06:55.613799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 2.5731 - accuracy: 0.9688
2024-12-03 23:06:55.921105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 2.4951 - accuracy: 0.9697
2024-12-03 23:06:56.202914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 2.5304 - accuracy: 0.9688
2024-12-03 23:06:56.468100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 2.4581 - accuracy: 0.9696
2024-12-03 23:06:56.730079: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 2.5527 - accuracy: 0.9679
2024-12-03 23:06:56.993791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 2.4837 - accuracy: 0.9688
2024-12-03 23:06:57.243828: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 2.4183 - accuracy: 0.9696
2024-12-03 23:06:57.494210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 2.3563 - accuracy: 0.9704
2024-12-03 23:06:57.739040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 2.4794 - accuracy: 0.9688
2024-12-03 23:06:57.982124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 2.5099 - accuracy: 0.9680
2024-12-03 23:06:58.228827: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 2.4607 - accuracy: 0.9680
2024-12-03 23:06:58.476028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 2.4034 - accuracy: 0.9688
2024-12-03 23:06:58.731336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 2.3493 - accuracy: 0.9688
2024-12-03 23:06:58.985590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 2.2971 - accuracy: 0.9694
2024-12-03 23:06:59.245820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 2.2472 - accuracy: 0.9701
2024-12-03 23:06:59.515603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 2.1994 - accuracy: 0.9707
2024-12-03 23:06:59.766868: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 2.1680 - accuracy: 0.9701
2024-12-03 23:07:00.020107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 2.1527 - accuracy: 0.9700
2024-12-03 23:07:00.268395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 2.1097 - accuracy: 0.9706
2024-12-03 23:07:00.519860: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 2.0683 - accuracy: 0.9712
2024-12-03 23:07:00.774397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 2.0372 - accuracy: 0.9712
2024-12-03 23:07:01.027376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 2.0204 - accuracy: 0.9711
2024-12-03 23:07:01.282717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.9830 - accuracy: 0.9716
2024-12-03 23:07:01.541307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 1.9821 - accuracy: 0.9716
2024-12-03 23:07:01.806286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.9482 - accuracy: 0.9715
2024-12-03 23:07:02.121099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.9214 - accuracy: 0.9715
2024-12-03 23:07:02.379216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.8882 - accuracy: 0.9720
2024-12-03 23:07:02.617666: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 1.8810 - accuracy: 0.9714
2024-12-03 23:07:02.854236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.8496 - accuracy: 0.9719
2024-12-03 23:07:03.088637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.8193 - accuracy: 0.9723
2024-12-03 23:07:03.327097: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.7756 - accuracy: 0.9730
2024-12-03 23:07:03.561820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 23s 365ms/step - loss: 1.7756 - accuracy: 0.9730 - val_loss: 3.3790 - val_accuracy: 0.9730
Epoch 10/50
2024-12-03 23:07:10.288113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 1.5676 - accuracy: 0.9688
2024-12-03 23:07:10.590221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 0.9271 - accuracy: 0.9688
2024-12-03 23:07:10.825801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 0.6181 - accuracy: 0.9792
2024-12-03 23:07:11.059503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 1.7314 - accuracy: 0.9766
2024-12-03 23:07:11.294283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 1.3851 - accuracy: 0.9812
2024-12-03 23:07:11.530679: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 1.1543 - accuracy: 0.9844
2024-12-03 23:07:11.763171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.9894 - accuracy: 0.9866
2024-12-03 23:07:11.999238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.8657 - accuracy: 0.9883
2024-12-03 23:07:12.237388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.7695 - accuracy: 0.9896
2024-12-03 23:07:12.475060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.6926 - accuracy: 0.9906
2024-12-03 23:07:12.707128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 12s - loss: 0.9758 - accuracy: 0.9858
2024-12-03 23:07:12.941933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 12s - loss: 0.8945 - accuracy: 0.9870
2024-12-03 23:07:13.224516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 1.4236 - accuracy: 0.9832
2024-12-03 23:07:13.464957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 1.4903 - accuracy: 0.9821
2024-12-03 23:07:13.697319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 1.5250 - accuracy: 0.9812
2024-12-03 23:07:13.929189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 11s - loss: 1.4297 - accuracy: 0.9824
2024-12-03 23:07:14.166524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 1.4231 - accuracy: 0.9816
2024-12-03 23:07:14.399472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 1.3441 - accuracy: 0.9826
2024-12-03 23:07:14.638281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 1.6211 - accuracy: 0.9786
2024-12-03 23:07:14.876913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 1.7048 - accuracy: 0.9781
2024-12-03 23:07:15.112980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 1.8638 - accuracy: 0.9762 
2024-12-03 23:07:15.345496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 1.7791 - accuracy: 0.9773
2024-12-03 23:07:15.579091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 1.7873 - accuracy: 0.9755
2024-12-03 23:07:15.813651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 1.7478 - accuracy: 0.9753
2024-12-03 23:07:16.051146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 1.6779 - accuracy: 0.9762
2024-12-03 23:07:16.287906: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 1.6134 - accuracy: 0.9772
2024-12-03 23:07:16.561971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 1.5690 - accuracy: 0.9757
2024-12-03 23:07:16.808595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 1.5149 - accuracy: 0.9754
2024-12-03 23:07:17.040641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 1.4628 - accuracy: 0.9763
2024-12-03 23:07:17.276006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 1.4141 - accuracy: 0.9771
2024-12-03 23:07:17.512073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 1.3685 - accuracy: 0.9778
2024-12-03 23:07:17.746927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 1.3512 - accuracy: 0.9775
2024-12-03 23:07:17.981631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 1.3986 - accuracy: 0.9763
2024-12-03 23:07:18.218597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 1.3945 - accuracy: 0.9761
2024-12-03 23:07:18.458578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 1.4056 - accuracy: 0.9750
2024-12-03 23:07:18.695882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 1.4327 - accuracy: 0.9748
2024-12-03 23:07:18.937901: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.4712 - accuracy: 0.9747
2024-12-03 23:07:19.173283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 1.4325 - accuracy: 0.9753
2024-12-03 23:07:19.409938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 1.3957 - accuracy: 0.9760
2024-12-03 23:07:19.646087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.3679 - accuracy: 0.9758
2024-12-03 23:07:19.929614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.3346 - accuracy: 0.9764
2024-12-03 23:07:20.164379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 1.3028 - accuracy: 0.9769
2024-12-03 23:07:20.398302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 1.2725 - accuracy: 0.9775
2024-12-03 23:07:20.638103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 1.2436 - accuracy: 0.9780
2024-12-03 23:07:20.871911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.2689 - accuracy: 0.9771
2024-12-03 23:07:21.106340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 1.2994 - accuracy: 0.9769
2024-12-03 23:07:21.343979: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 1.2718 - accuracy: 0.9774
2024-12-03 23:07:21.579325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.2453 - accuracy: 0.9779
2024-12-03 23:07:21.815707: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.2430 - accuracy: 0.9764
2024-12-03 23:07:22.049730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.2279 - accuracy: 0.9762
2024-12-03 23:07:22.289691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 1.3963 - accuracy: 0.9749
2024-12-03 23:07:22.524136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.4178 - accuracy: 0.9748
2024-12-03 23:07:22.812542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.4788 - accuracy: 0.9735
2024-12-03 23:07:23.050058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.4514 - accuracy: 0.9740
2024-12-03 23:07:23.286101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 1.4381 - accuracy: 0.9739
2024-12-03 23:07:23.516876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.4255 - accuracy: 0.9738
2024-12-03 23:07:23.754184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.5579 - accuracy: 0.9726
2024-12-03 23:07:23.986531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.5311 - accuracy: 0.9731
2024-12-03 23:07:24.225216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 1.5051 - accuracy: 0.9735
2024-12-03 23:07:24.462728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.4800 - accuracy: 0.9740
2024-12-03 23:07:24.698183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.4558 - accuracy: 0.9744
2024-12-03 23:07:24.936120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.4300 - accuracy: 0.9745
2024-12-03 23:07:25.170191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 24s 384ms/step - loss: 1.4300 - accuracy: 0.9745 - val_loss: 1.3427 - val_accuracy: 0.9840
Epoch 11/50
2024-12-03 23:07:34.413274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:07:34.706266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.8188 - accuracy: 0.9844    
2024-12-03 23:07:34.916505: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 1.1933 - accuracy: 0.9688
2024-12-03 23:07:35.126429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.8949 - accuracy: 0.9766
2024-12-03 23:07:35.338218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 1.0189 - accuracy: 0.9750
2024-12-03 23:07:35.549333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.8565 - accuracy: 0.9740
2024-12-03 23:07:35.763582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 11s - loss: 0.7341 - accuracy: 0.9777
2024-12-03 23:07:35.980153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 0.8232 - accuracy: 0.9727
2024-12-03 23:07:36.204812: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.9138 - accuracy: 0.9722
2024-12-03 23:07:36.426518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 1.6184 - accuracy: 0.9625
2024-12-03 23:07:36.652909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 1.5157 - accuracy: 0.9631
2024-12-03 23:07:36.877830: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 1.4876 - accuracy: 0.9635
2024-12-03 23:07:37.103668: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 10s - loss: 1.6069 - accuracy: 0.9639
2024-12-03 23:07:37.331905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 1.4921 - accuracy: 0.9665
2024-12-03 23:07:37.604438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 1.4001 - accuracy: 0.9667
2024-12-03 23:07:37.833540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 1.3126 - accuracy: 0.9688
2024-12-03 23:07:38.062140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 1.2354 - accuracy: 0.9706
2024-12-03 23:07:38.290029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 1.2489 - accuracy: 0.9705
2024-12-03 23:07:38.518125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 1.1832 - accuracy: 0.9720 
2024-12-03 23:07:38.748659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 1.1878 - accuracy: 0.9719
2024-12-03 23:07:38.977011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 1.2125 - accuracy: 0.9702
2024-12-03 23:07:39.205172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 1.4376 - accuracy: 0.9702
2024-12-03 23:07:39.435030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 1.3751 - accuracy: 0.9715
2024-12-03 23:07:39.664076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 1.3178 - accuracy: 0.9727
2024-12-03 23:07:39.893633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 1.3173 - accuracy: 0.9725
2024-12-03 23:07:40.168803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 1.3552 - accuracy: 0.9724
2024-12-03 23:07:40.404593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 1.3051 - accuracy: 0.9734
2024-12-03 23:07:40.637894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 1.3704 - accuracy: 0.9732
2024-12-03 23:07:40.870178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 1.3232 - accuracy: 0.9741
2024-12-03 23:07:41.104449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 1.2803 - accuracy: 0.9740
2024-12-03 23:07:41.337246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 1.3174 - accuracy: 0.9738
2024-12-03 23:07:41.572862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 1.2763 - accuracy: 0.9746
2024-12-03 23:07:41.804355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 1.2376 - accuracy: 0.9754
2024-12-03 23:07:42.038286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 1.2140 - accuracy: 0.9752
2024-12-03 23:07:42.272327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 1.1793 - accuracy: 0.9759
2024-12-03 23:07:42.511400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 1.1466 - accuracy: 0.9766
2024-12-03 23:07:42.802466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 1.1156 - accuracy: 0.9772
2024-12-03 23:07:43.033323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 1.1016 - accuracy: 0.9762
2024-12-03 23:07:43.266293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 1.0859 - accuracy: 0.9760
2024-12-03 23:07:43.500980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 1.4534 - accuracy: 0.9750
2024-12-03 23:07:43.736047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 1.4179 - accuracy: 0.9756
2024-12-03 23:07:43.972516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 1.4393 - accuracy: 0.9740
2024-12-03 23:07:44.209028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 1.4058 - accuracy: 0.9746
2024-12-03 23:07:44.445833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 1.3739 - accuracy: 0.9751
2024-12-03 23:07:44.680266: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 1.3433 - accuracy: 0.9757
2024-12-03 23:07:44.919836: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 3s - loss: 1.3141 - accuracy: 0.9762
2024-12-03 23:07:45.152968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 1.3034 - accuracy: 0.9761
2024-12-03 23:07:45.394363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.4609 - accuracy: 0.9733
2024-12-03 23:07:45.631924: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.5079 - accuracy: 0.9719
2024-12-03 23:07:45.922904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.4777 - accuracy: 0.9725
2024-12-03 23:07:46.160816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 1.5610 - accuracy: 0.9712
2024-12-03 23:07:46.396959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.6322 - accuracy: 0.9706
2024-12-03 23:07:46.633370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.6014 - accuracy: 0.9711
2024-12-03 23:07:46.869140: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.5718 - accuracy: 0.9716
2024-12-03 23:07:47.102250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 1.6199 - accuracy: 0.9705
2024-12-03 23:07:47.336295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.5909 - accuracy: 0.9710
2024-12-03 23:07:47.567913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.5664 - accuracy: 0.9709
2024-12-03 23:07:47.803480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.6015 - accuracy: 0.9698
2024-12-03 23:07:48.086443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 1.5744 - accuracy: 0.9703
2024-12-03 23:07:48.321346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.5481 - accuracy: 0.9708
2024-12-03 23:07:48.554562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.5228 - accuracy: 0.9713
2024-12-03 23:07:48.795460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.5038 - accuracy: 0.9715
2024-12-03 23:07:49.028672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 23s 374ms/step - loss: 1.5038 - accuracy: 0.9715 - val_loss: 1.3247 - val_accuracy: 0.9790
Epoch 12/50
2024-12-03 23:07:57.875517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 1.0377e-05 - accuracy: 1.0000
2024-12-03 23:07:58.175800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 5.1885e-06 - accuracy: 1.0000
2024-12-03 23:07:58.389842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.6463 - accuracy: 0.9896    
2024-12-03 23:07:58.609495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.6014 - accuracy: 0.9844
2024-12-03 23:07:58.827560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.4812 - accuracy: 0.9875
2024-12-03 23:07:59.047524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.8658 - accuracy: 0.9792
2024-12-03 23:07:59.270937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.7421 - accuracy: 0.9821
2024-12-03 23:07:59.495972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.6494 - accuracy: 0.9844
2024-12-03 23:07:59.722288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.5772 - accuracy: 0.9861
2024-12-03 23:07:59.949476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 12s - loss: 0.6900 - accuracy: 0.9844
2024-12-03 23:08:00.220424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.6273 - accuracy: 0.9858
2024-12-03 23:08:00.449818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.6985 - accuracy: 0.9844
2024-12-03 23:08:00.680887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.8357 - accuracy: 0.9784
2024-12-03 23:08:00.912552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.9588 - accuracy: 0.9777
2024-12-03 23:08:01.142428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.8949 - accuracy: 0.9792
2024-12-03 23:08:01.373960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 1.0404 - accuracy: 0.9785
2024-12-03 23:08:01.607609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.9792 - accuracy: 0.9798
2024-12-03 23:08:01.841203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.9248 - accuracy: 0.9809
2024-12-03 23:08:02.078476: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.8761 - accuracy: 0.9819
2024-12-03 23:08:02.315777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.8882 - accuracy: 0.9812 
2024-12-03 23:08:02.556211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.8459 - accuracy: 0.9821
2024-12-03 23:08:02.798651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.8372 - accuracy: 0.9815
2024-12-03 23:08:03.081315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.8997 - accuracy: 0.9796
2024-12-03 23:08:03.330227: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 0.8622 - accuracy: 0.9805
2024-12-03 23:08:03.587204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.8670 - accuracy: 0.9787
2024-12-03 23:08:03.843052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.8590 - accuracy: 0.9784
2024-12-03 23:08:04.111502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.8298 - accuracy: 0.9780
2024-12-03 23:08:04.379747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 0.8002 - accuracy: 0.9788
2024-12-03 23:08:04.647242: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 0.7726 - accuracy: 0.9795
2024-12-03 23:08:04.918855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.7468 - accuracy: 0.9802
2024-12-03 23:08:05.177800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.8686 - accuracy: 0.9798
2024-12-03 23:08:05.440489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.8518 - accuracy: 0.9795
2024-12-03 23:08:05.694087: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.8260 - accuracy: 0.9801
2024-12-03 23:08:05.994564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.8017 - accuracy: 0.9807
2024-12-03 23:08:06.244805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.7788 - accuracy: 0.9812
2024-12-03 23:08:06.491120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.7827 - accuracy: 0.9809
2024-12-03 23:08:06.729310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.7616 - accuracy: 0.9814
2024-12-03 23:08:06.972460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.7415 - accuracy: 0.9819
2024-12-03 23:08:07.215316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.7225 - accuracy: 0.9824
2024-12-03 23:08:07.457333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.7045 - accuracy: 0.9828
2024-12-03 23:08:07.695748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.7672 - accuracy: 0.9809
2024-12-03 23:08:07.935076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.7736 - accuracy: 0.9807
2024-12-03 23:08:08.175704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.7983 - accuracy: 0.9797
2024-12-03 23:08:08.418542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.7802 - accuracy: 0.9801
2024-12-03 23:08:08.689498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.8357 - accuracy: 0.9799
2024-12-03 23:08:08.939301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.8513 - accuracy: 0.9789
2024-12-03 23:08:09.182609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 3s - loss: 1.0123 - accuracy: 0.9774
2024-12-03 23:08:09.425637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 1.0444 - accuracy: 0.9766
2024-12-03 23:08:09.668725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 1.0231 - accuracy: 0.9770
2024-12-03 23:08:09.911633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 1.0432 - accuracy: 0.9762
2024-12-03 23:08:10.160534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 2s - loss: 1.0759 - accuracy: 0.9761
2024-12-03 23:08:10.410853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 1.0552 - accuracy: 0.9766
2024-12-03 23:08:10.663033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 1.0990 - accuracy: 0.9758
2024-12-03 23:08:10.915245: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 1.0843 - accuracy: 0.9757
2024-12-03 23:08:11.185710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 1s - loss: 1.1273 - accuracy: 0.9756
2024-12-03 23:08:11.457114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.1071 - accuracy: 0.9760
2024-12-03 23:08:11.716665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.0878 - accuracy: 0.9764
2024-12-03 23:08:11.964640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.0691 - accuracy: 0.9768
2024-12-03 23:08:12.212418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 0s - loss: 1.0509 - accuracy: 0.9772
2024-12-03 23:08:12.461439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 1.0334 - accuracy: 0.9776
2024-12-03 23:08:12.705049: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 1.0165 - accuracy: 0.9780
2024-12-03 23:08:12.946561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.0221 - accuracy: 0.9780
2024-12-03 23:08:13.189002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 24s 389ms/step - loss: 1.0221 - accuracy: 0.9780 - val_loss: 0.8852 - val_accuracy: 0.9800
Epoch 13/50
2024-12-03 23:08:22.285614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 0.0975 - accuracy: 0.9688
2024-12-03 23:08:22.588786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.0487 - accuracy: 0.9844
2024-12-03 23:08:22.801337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 1.4752 - accuracy: 0.9688
2024-12-03 23:08:23.013932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 1.1064 - accuracy: 0.9766
2024-12-03 23:08:23.230023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.8852 - accuracy: 0.9812
2024-12-03 23:08:23.446479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 1.0997 - accuracy: 0.9740
2024-12-03 23:08:23.666379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 1.2775 - accuracy: 0.9732
2024-12-03 23:08:23.891199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 11s - loss: 1.1178 - accuracy: 0.9766
2024-12-03 23:08:24.114185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 1.1266 - accuracy: 0.9722
2024-12-03 23:08:24.341857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 1.0139 - accuracy: 0.9750
2024-12-03 23:08:24.569313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.9873 - accuracy: 0.9716
2024-12-03 23:08:24.833914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.9075 - accuracy: 0.9714
2024-12-03 23:08:25.069864: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.8494 - accuracy: 0.9712
2024-12-03 23:08:25.298349: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.7898 - accuracy: 0.9732
2024-12-03 23:08:25.529637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.7371 - accuracy: 0.9750
2024-12-03 23:08:25.761888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.8578 - accuracy: 0.9746
2024-12-03 23:08:25.999738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 1.1937 - accuracy: 0.9706
2024-12-03 23:08:26.239750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 1.1274 - accuracy: 0.9722
2024-12-03 23:08:26.482406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 1.0681 - accuracy: 0.9737
2024-12-03 23:08:26.733765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 1.0147 - accuracy: 0.9750 
2024-12-03 23:08:26.987908: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 1.0248 - accuracy: 0.9747
2024-12-03 23:08:27.256477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 1.0579 - accuracy: 0.9744
2024-12-03 23:08:27.581182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 1.1052 - accuracy: 0.9728
2024-12-03 23:08:27.874333: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 1.0591 - accuracy: 0.9740
2024-12-03 23:08:28.169294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 9s - loss: 1.0168 - accuracy: 0.9750
2024-12-03 23:08:28.466386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 0.9777 - accuracy: 0.9760
2024-12-03 23:08:28.746527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.9414 - accuracy: 0.9769
2024-12-03 23:08:29.020481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 8s - loss: 0.9536 - accuracy: 0.9766
2024-12-03 23:08:29.289295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 8s - loss: 0.9632 - accuracy: 0.9752
2024-12-03 23:08:29.549714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.9311 - accuracy: 0.9760
2024-12-03 23:08:29.804811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.9011 - accuracy: 0.9768
2024-12-03 23:08:30.057647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.8729 - accuracy: 0.9775
2024-12-03 23:08:30.332383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 7s - loss: 0.8472 - accuracy: 0.9773
2024-12-03 23:08:30.601279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.8589 - accuracy: 0.9770
2024-12-03 23:08:30.850929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.8343 - accuracy: 0.9777
2024-12-03 23:08:31.101502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.8173 - accuracy: 0.9774
2024-12-03 23:08:31.351734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.8730 - accuracy: 0.9772
2024-12-03 23:08:31.607766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.9268 - accuracy: 0.9770
2024-12-03 23:08:31.860945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.9180 - accuracy: 0.9768
2024-12-03 23:08:32.120473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.8970 - accuracy: 0.9766
2024-12-03 23:08:32.379565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.8751 - accuracy: 0.9771
2024-12-03 23:08:32.642023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.8666 - accuracy: 0.9769
2024-12-03 23:08:32.901447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.8547 - accuracy: 0.9767
2024-12-03 23:08:33.159793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.8352 - accuracy: 0.9773
2024-12-03 23:08:33.442925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.8359 - accuracy: 0.9771
2024-12-03 23:08:33.711586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.8177 - accuracy: 0.9776
2024-12-03 23:08:33.978274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.8003 - accuracy: 0.9781
2024-12-03 23:08:34.240874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.7839 - accuracy: 0.9785
2024-12-03 23:08:34.503685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.7679 - accuracy: 0.9790
2024-12-03 23:08:34.770264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.7989 - accuracy: 0.9781
2024-12-03 23:08:35.028593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.8044 - accuracy: 0.9779
2024-12-03 23:08:35.288572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.9045 - accuracy: 0.9778
2024-12-03 23:08:35.549959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.9535 - accuracy: 0.9770
2024-12-03 23:08:35.859550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.9911 - accuracy: 0.9769
2024-12-03 23:08:36.119539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.9731 - accuracy: 0.9773
2024-12-03 23:08:36.375588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 1.0326 - accuracy: 0.9766
2024-12-03 23:08:36.631135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 1.0240 - accuracy: 0.9764
2024-12-03 23:08:36.888041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 1.0063 - accuracy: 0.9768
2024-12-03 23:08:37.139617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.9893 - accuracy: 0.9772
2024-12-03 23:08:37.390727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.9733 - accuracy: 0.9771
2024-12-03 23:08:37.644940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.9574 - accuracy: 0.9775
2024-12-03 23:08:37.904047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 1.0388 - accuracy: 0.9770
2024-12-03 23:08:38.157667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 23s 373ms/step - loss: 1.0388 - accuracy: 0.9770 - val_loss: 1.0943 - val_accuracy: 0.9790
Epoch 14/50
2024-12-03 23:08:45.738855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 7.1359 - accuracy: 0.9062
2024-12-03 23:08:46.059308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 3.6123 - accuracy: 0.9375
2024-12-03 23:08:46.318538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 2.4082 - accuracy: 0.9583
2024-12-03 23:08:46.582683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 2.4061 - accuracy: 0.9609
2024-12-03 23:08:46.854895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.9249 - accuracy: 0.9688
2024-12-03 23:08:47.127442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 1.6041 - accuracy: 0.9740
2024-12-03 23:08:47.407450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 1.3749 - accuracy: 0.9777
2024-12-03 23:08:47.686718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 1.2031 - accuracy: 0.9805
2024-12-03 23:08:47.963283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 1.0694 - accuracy: 0.9826
2024-12-03 23:08:48.244139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.9625 - accuracy: 0.9844
2024-12-03 23:08:48.535321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.8750 - accuracy: 0.9858
2024-12-03 23:08:48.812643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.9574 - accuracy: 0.9818
2024-12-03 23:08:49.090132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 1.0404 - accuracy: 0.9808
2024-12-03 23:08:49.369279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 1.0462 - accuracy: 0.9799
2024-12-03 23:08:49.632228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 1.1009 - accuracy: 0.9792
2024-12-03 23:08:49.897069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 1.0321 - accuracy: 0.9805
2024-12-03 23:08:50.165694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.9714 - accuracy: 0.9816
2024-12-03 23:08:50.430527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.9175 - accuracy: 0.9826
2024-12-03 23:08:50.698090: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 0.9353 - accuracy: 0.9803
2024-12-03 23:08:50.965722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.8886 - accuracy: 0.9812
2024-12-03 23:08:51.230188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.8463 - accuracy: 0.9821
2024-12-03 23:08:51.494548: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.8355 - accuracy: 0.9801
2024-12-03 23:08:51.776494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.7992 - accuracy: 0.9810
2024-12-03 23:08:52.054497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.7659 - accuracy: 0.9818
2024-12-03 23:08:52.325043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.7467 - accuracy: 0.9812
2024-12-03 23:08:52.592976: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.7479 - accuracy: 0.9808
2024-12-03 23:08:52.866434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.7286 - accuracy: 0.9803 
2024-12-03 23:08:53.142145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.7026 - accuracy: 0.9810
2024-12-03 23:08:53.410114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6784 - accuracy: 0.9817
2024-12-03 23:08:53.683153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.7045 - accuracy: 0.9812
2024-12-03 23:08:53.956172: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.7243 - accuracy: 0.9808
2024-12-03 23:08:54.224610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.7266 - accuracy: 0.9805
2024-12-03 23:08:54.492186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.7073 - accuracy: 0.9801
2024-12-03 23:08:54.773161: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.6905 - accuracy: 0.9798
2024-12-03 23:08:55.050482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.6921 - accuracy: 0.9795
2024-12-03 23:08:55.321279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6735 - accuracy: 0.9792
2024-12-03 23:08:55.597825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.7720 - accuracy: 0.9789
2024-12-03 23:08:55.869648: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.8269 - accuracy: 0.9778
2024-12-03 23:08:56.142929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.8279 - accuracy: 0.9768
2024-12-03 23:08:56.418793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.8314 - accuracy: 0.9766
2024-12-03 23:08:56.687950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.8111 - accuracy: 0.9771
2024-12-03 23:08:56.960284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.8146 - accuracy: 0.9769
2024-12-03 23:08:57.236399: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.7957 - accuracy: 0.9775
2024-12-03 23:08:57.502590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.7776 - accuracy: 0.9780
2024-12-03 23:08:57.813495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.7773 - accuracy: 0.9771
2024-12-03 23:08:58.084920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.7604 - accuracy: 0.9776
2024-12-03 23:08:58.350061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.7713 - accuracy: 0.9767
2024-12-03 23:08:58.619415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.7552 - accuracy: 0.9772
2024-12-03 23:08:58.894487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.7616 - accuracy: 0.9770
2024-12-03 23:08:59.169818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.7463 - accuracy: 0.9775
2024-12-03 23:08:59.436766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.7317 - accuracy: 0.9779
2024-12-03 23:08:59.728612: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.7176 - accuracy: 0.9784
2024-12-03 23:09:00.008024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.7041 - accuracy: 0.9788
2024-12-03 23:09:00.279667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6911 - accuracy: 0.9792
2024-12-03 23:09:00.554512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.6949 - accuracy: 0.9790
2024-12-03 23:09:00.822986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.6825 - accuracy: 0.9794
2024-12-03 23:09:01.085780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.6705 - accuracy: 0.9797
2024-12-03 23:09:01.350156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.6589 - accuracy: 0.9801
2024-12-03 23:09:01.617319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.6478 - accuracy: 0.9804
2024-12-03 23:09:01.888699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6370 - accuracy: 0.9807
2024-12-03 23:09:02.151867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6429 - accuracy: 0.9805
2024-12-03 23:09:02.418088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6624 - accuracy: 0.9800
2024-12-03 23:09:02.721767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 393ms/step - loss: 0.6624 - accuracy: 0.9800 - val_loss: 1.3735 - val_accuracy: 0.9800
Epoch 15/50
2024-12-03 23:09:10.409465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.2781 - accuracy: 0.9375
2024-12-03 23:09:10.722609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 0.6392 - accuracy: 0.9688
2024-12-03 23:09:10.983732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 0.5868 - accuracy: 0.9688
2024-12-03 23:09:11.254519: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.3101 - accuracy: 0.9375
2024-12-03 23:09:11.524214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.8926 - accuracy: 0.9375
2024-12-03 23:09:11.795023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 1.5775 - accuracy: 0.9479
2024-12-03 23:09:12.082407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 1.5092 - accuracy: 0.9509
2024-12-03 23:09:12.358506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 1.3206 - accuracy: 0.9570
2024-12-03 23:09:12.633332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 1.2476 - accuracy: 0.9583
2024-12-03 23:09:12.914122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 1.1986 - accuracy: 0.9594
2024-12-03 23:09:13.201363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 1.0912 - accuracy: 0.9631
2024-12-03 23:09:13.478593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 1.3303 - accuracy: 0.9635
2024-12-03 23:09:13.750567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 1.2280 - accuracy: 0.9663
2024-12-03 23:09:14.022598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 1.1403 - accuracy: 0.9688
2024-12-03 23:09:14.290260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 1.0886 - accuracy: 0.9688
2024-12-03 23:09:14.555764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 1.0206 - accuracy: 0.9707
2024-12-03 23:09:14.820428: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 1.0817 - accuracy: 0.9651
2024-12-03 23:09:15.084270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 1.2439 - accuracy: 0.9635
2024-12-03 23:09:15.348700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 1.1784 - accuracy: 0.9655
2024-12-03 23:09:15.620131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 1.1195 - accuracy: 0.9672
2024-12-03 23:09:15.892149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 1.0742 - accuracy: 0.9673
2024-12-03 23:09:16.202263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 1.0253 - accuracy: 0.9688
2024-12-03 23:09:16.467398: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 1.0201 - accuracy: 0.9688
2024-12-03 23:09:16.736204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 1.2428 - accuracy: 0.9674
2024-12-03 23:09:17.004853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 1.1931 - accuracy: 0.9688
2024-12-03 23:09:17.272204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 1.1644 - accuracy: 0.9688
2024-12-03 23:09:17.540084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 1.1213 - accuracy: 0.9699 
2024-12-03 23:09:17.802075: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 1.0896 - accuracy: 0.9699
2024-12-03 23:09:18.065818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 1.0859 - accuracy: 0.9688
2024-12-03 23:09:18.328341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 1.0497 - accuracy: 0.9698
2024-12-03 23:09:18.592644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 1.0158 - accuracy: 0.9708
2024-12-03 23:09:18.861798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 1.0279 - accuracy: 0.9697
2024-12-03 23:09:19.139779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.9967 - accuracy: 0.9706
2024-12-03 23:09:19.410735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.9674 - accuracy: 0.9715
2024-12-03 23:09:19.685362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.9463 - accuracy: 0.9714
2024-12-03 23:09:19.949459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.9320 - accuracy: 0.9714
2024-12-03 23:09:20.210438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.9273 - accuracy: 0.9713
2024-12-03 23:09:20.477688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.9052 - accuracy: 0.9712
2024-12-03 23:09:20.742297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.9046 - accuracy: 0.9712
2024-12-03 23:09:21.001120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.8820 - accuracy: 0.9719
2024-12-03 23:09:21.287670: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.8684 - accuracy: 0.9718
2024-12-03 23:09:21.557240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.9220 - accuracy: 0.9710
2024-12-03 23:09:21.824561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.9006 - accuracy: 0.9717
2024-12-03 23:09:22.084692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.8831 - accuracy: 0.9716
2024-12-03 23:09:22.346687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.8670 - accuracy: 0.9715
2024-12-03 23:09:22.609931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.9427 - accuracy: 0.9715
2024-12-03 23:09:22.879396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.9623 - accuracy: 0.9714
2024-12-03 23:09:23.145259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.9422 - accuracy: 0.9720
2024-12-03 23:09:23.415114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.9230 - accuracy: 0.9726
2024-12-03 23:09:23.680435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.9045 - accuracy: 0.9731
2024-12-03 23:09:23.943297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.9094 - accuracy: 0.9724
2024-12-03 23:09:24.243911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.9087 - accuracy: 0.9724
2024-12-03 23:09:24.514280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.8916 - accuracy: 0.9729
2024-12-03 23:09:24.777249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.8751 - accuracy: 0.9734
2024-12-03 23:09:25.041774: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.8827 - accuracy: 0.9733
2024-12-03 23:09:25.298763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.8669 - accuracy: 0.9738
2024-12-03 23:09:25.559069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.8523 - accuracy: 0.9737
2024-12-03 23:09:25.821034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.8376 - accuracy: 0.9741
2024-12-03 23:09:26.073724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.8234 - accuracy: 0.9746
2024-12-03 23:09:26.324722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.8140 - accuracy: 0.9745
2024-12-03 23:09:26.599139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.8007 - accuracy: 0.9749
2024-12-03 23:09:26.864366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.8189 - accuracy: 0.9745
2024-12-03 23:09:27.124897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 24s 385ms/step - loss: 0.8189 - accuracy: 0.9745 - val_loss: 1.1221 - val_accuracy: 0.9800
Epoch 16/50
2024-12-03 23:09:34.582142: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:09:34.890234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 2.2352e-08 - accuracy: 1.0000
2024-12-03 23:09:35.144909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 0.7475 - accuracy: 0.9896    
2024-12-03 23:09:35.404627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.4946 - accuracy: 0.9766
2024-12-03 23:09:35.665512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.2309 - accuracy: 0.9750
2024-12-03 23:09:35.933609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 1.0258 - accuracy: 0.9792
2024-12-03 23:09:36.205102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 0.8792 - accuracy: 0.9821
2024-12-03 23:09:36.476514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 0.7700 - accuracy: 0.9844
2024-12-03 23:09:36.753719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 0.6844 - accuracy: 0.9861
2024-12-03 23:09:37.026511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.7931 - accuracy: 0.9812
2024-12-03 23:09:37.315322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.8353 - accuracy: 0.9801
2024-12-03 23:09:37.597495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.7657 - accuracy: 0.9818
2024-12-03 23:09:37.867888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.7677 - accuracy: 0.9808
2024-12-03 23:09:38.133677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.7392 - accuracy: 0.9799
2024-12-03 23:09:38.397011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 0.6899 - accuracy: 0.9812
2024-12-03 23:09:38.662472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.6474 - accuracy: 0.9824
2024-12-03 23:09:38.926092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.7303 - accuracy: 0.9816
2024-12-03 23:09:39.189259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.6897 - accuracy: 0.9826
2024-12-03 23:09:39.445621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 0.7535 - accuracy: 0.9819
2024-12-03 23:09:39.728699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.7463 - accuracy: 0.9797
2024-12-03 23:09:40.003699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.8010 - accuracy: 0.9792
2024-12-03 23:09:40.260706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 0.7646 - accuracy: 0.9801
2024-12-03 23:09:40.520278: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.7561 - accuracy: 0.9796
2024-12-03 23:09:40.778434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.7417 - accuracy: 0.9792
2024-12-03 23:09:41.039083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.7171 - accuracy: 0.9787
2024-12-03 23:09:41.295154: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 0.6895 - accuracy: 0.9796 
2024-12-03 23:09:41.556768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.6640 - accuracy: 0.9803
2024-12-03 23:09:41.815247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.6403 - accuracy: 0.9810
2024-12-03 23:09:42.074651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6182 - accuracy: 0.9817
2024-12-03 23:09:42.333715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.5976 - accuracy: 0.9823
2024-12-03 23:09:42.640059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.5783 - accuracy: 0.9829
2024-12-03 23:09:42.902598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5602 - accuracy: 0.9834
2024-12-03 23:09:43.168210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.5432 - accuracy: 0.9839
2024-12-03 23:09:43.432056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.6134 - accuracy: 0.9825
2024-12-03 23:09:43.693065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.5959 - accuracy: 0.9830
2024-12-03 23:09:43.963631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.5794 - accuracy: 0.9835
2024-12-03 23:09:44.224482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.6257 - accuracy: 0.9831
2024-12-03 23:09:44.484894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.6092 - accuracy: 0.9836
2024-12-03 23:09:44.743837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.5936 - accuracy: 0.9840
2024-12-03 23:09:45.007429: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.5788 - accuracy: 0.9844
2024-12-03 23:09:45.324640: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.5659 - accuracy: 0.9840
2024-12-03 23:09:45.581662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.5525 - accuracy: 0.9844
2024-12-03 23:09:45.844417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.5807 - accuracy: 0.9840
2024-12-03 23:09:46.107162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6046 - accuracy: 0.9837
2024-12-03 23:09:46.364071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.5912 - accuracy: 0.9840
2024-12-03 23:09:46.625086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.5783 - accuracy: 0.9844
2024-12-03 23:09:46.884157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.5660 - accuracy: 0.9847
2024-12-03 23:09:47.145215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.5573 - accuracy: 0.9844
2024-12-03 23:09:47.405446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.5626 - accuracy: 0.9834
2024-12-03 23:09:47.691063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.5514 - accuracy: 0.9837
2024-12-03 23:09:47.957688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.5407 - accuracy: 0.9841
2024-12-03 23:09:48.217848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.5452 - accuracy: 0.9838
2024-12-03 23:09:48.482192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.5349 - accuracy: 0.9841
2024-12-03 23:09:48.743900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.5348 - accuracy: 0.9838
2024-12-03 23:09:49.006561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.5251 - accuracy: 0.9841
2024-12-03 23:09:49.261858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.5179 - accuracy: 0.9838
2024-12-03 23:09:49.523571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.5088 - accuracy: 0.9841
2024-12-03 23:09:49.780760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.5001 - accuracy: 0.9844
2024-12-03 23:09:50.040988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.5174 - accuracy: 0.9836
2024-12-03 23:09:50.320896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5088 - accuracy: 0.9839
2024-12-03 23:09:50.596185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5024 - accuracy: 0.9836
2024-12-03 23:09:50.855253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.5004 - accuracy: 0.9835
2024-12-03 23:09:51.108852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 24s 381ms/step - loss: 0.5004 - accuracy: 0.9835 - val_loss: 1.2822 - val_accuracy: 0.9770
Epoch 17/50
2024-12-03 23:09:58.536513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0321 - accuracy: 0.9688
2024-12-03 23:09:58.845451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 0.0167 - accuracy: 0.9844
2024-12-03 23:09:59.101898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 0.0112 - accuracy: 0.9896
2024-12-03 23:09:59.359560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 0.4928 - accuracy: 0.9844
2024-12-03 23:09:59.622950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.3943 - accuracy: 0.9875
2024-12-03 23:09:59.890173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 0.6493 - accuracy: 0.9792
2024-12-03 23:10:00.161336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 0.5800 - accuracy: 0.9777
2024-12-03 23:10:00.435734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 0.6042 - accuracy: 0.9766
2024-12-03 23:10:00.706899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 0.5401 - accuracy: 0.9757
2024-12-03 23:10:00.976795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.5340 - accuracy: 0.9719
2024-12-03 23:10:01.302424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.5588 - accuracy: 0.9688
2024-12-03 23:10:01.569721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.5819 - accuracy: 0.9688
2024-12-03 23:10:01.833581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.5371 - accuracy: 0.9712
2024-12-03 23:10:02.096752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.6260 - accuracy: 0.9688
2024-12-03 23:10:02.359047: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 0.5842 - accuracy: 0.9708
2024-12-03 23:10:02.624678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.5477 - accuracy: 0.9727
2024-12-03 23:10:02.882671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.5155 - accuracy: 0.9743
2024-12-03 23:10:03.139122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.5012 - accuracy: 0.9740
2024-12-03 23:10:03.423643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 0.4749 - accuracy: 0.9753
2024-12-03 23:10:03.690800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.5049 - accuracy: 0.9750
2024-12-03 23:10:03.950012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.4846 - accuracy: 0.9747
2024-12-03 23:10:04.209699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 0.5046 - accuracy: 0.9744
2024-12-03 23:10:04.474962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.7020 - accuracy: 0.9701
2024-12-03 23:10:04.735380: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.9281 - accuracy: 0.9688
2024-12-03 23:10:04.993822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 1.0165 - accuracy: 0.9688
2024-12-03 23:10:05.267256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 1.0169 - accuracy: 0.9675 
2024-12-03 23:10:05.529614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.9792 - accuracy: 0.9688
2024-12-03 23:10:05.815611: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.9442 - accuracy: 0.9699
2024-12-03 23:10:06.086683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.9117 - accuracy: 0.9709
2024-12-03 23:10:06.351624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.8815 - accuracy: 0.9719
2024-12-03 23:10:06.612958: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.8531 - accuracy: 0.9728
2024-12-03 23:10:06.878783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.8264 - accuracy: 0.9736
2024-12-03 23:10:07.147665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.8014 - accuracy: 0.9744
2024-12-03 23:10:07.414432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.7778 - accuracy: 0.9752
2024-12-03 23:10:07.676669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.7604 - accuracy: 0.9750
2024-12-03 23:10:07.941888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.7392 - accuracy: 0.9757
2024-12-03 23:10:08.218722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.7193 - accuracy: 0.9764
2024-12-03 23:10:08.484408: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.7003 - accuracy: 0.9770
2024-12-03 23:10:08.745448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.7472 - accuracy: 0.9768
2024-12-03 23:10:09.008877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.7389 - accuracy: 0.9766
2024-12-03 23:10:09.277297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.7209 - accuracy: 0.9771
2024-12-03 23:10:09.543163: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.7038 - accuracy: 0.9777
2024-12-03 23:10:09.809706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.6935 - accuracy: 0.9775
2024-12-03 23:10:10.075420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6818 - accuracy: 0.9773
2024-12-03 23:10:10.338802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.6744 - accuracy: 0.9771
2024-12-03 23:10:10.622270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.6598 - accuracy: 0.9776
2024-12-03 23:10:10.900675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.6532 - accuracy: 0.9774
2024-12-03 23:10:11.160636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.6396 - accuracy: 0.9779
2024-12-03 23:10:11.423676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.6327 - accuracy: 0.9777
2024-12-03 23:10:11.683479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.6201 - accuracy: 0.9781
2024-12-03 23:10:11.947481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6190 - accuracy: 0.9779
2024-12-03 23:10:12.212152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.6178 - accuracy: 0.9778
2024-12-03 23:10:12.474317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6062 - accuracy: 0.9782
2024-12-03 23:10:12.735543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6054 - accuracy: 0.9780
2024-12-03 23:10:13.017673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.5944 - accuracy: 0.9784
2024-12-03 23:10:13.286909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.6369 - accuracy: 0.9782
2024-12-03 23:10:13.544153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.6257 - accuracy: 0.9786
2024-12-03 23:10:13.811608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.6149 - accuracy: 0.9790
2024-12-03 23:10:14.081264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.6045 - accuracy: 0.9793
2024-12-03 23:10:14.347479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5944 - accuracy: 0.9797
2024-12-03 23:10:14.610701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6044 - accuracy: 0.9795
2024-12-03 23:10:14.872134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.5899 - accuracy: 0.9800
2024-12-03 23:10:15.129847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 24s 385ms/step - loss: 0.5899 - accuracy: 0.9800 - val_loss: 1.0806 - val_accuracy: 0.9780
Epoch 18/50
2024-12-03 23:10:22.703377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.0470 - accuracy: 0.9688
2024-12-03 23:10:23.016541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 1.5775 - accuracy: 0.9688
2024-12-03 23:10:23.272931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.5342 - accuracy: 0.9688
2024-12-03 23:10:23.532085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.1506 - accuracy: 0.9766
2024-12-03 23:10:23.798856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.9205 - accuracy: 0.9812
2024-12-03 23:10:24.075264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.9845 - accuracy: 0.9792
2024-12-03 23:10:24.350077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 1.2217 - accuracy: 0.9777
2024-12-03 23:10:24.633041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 14s - loss: 1.2543 - accuracy: 0.9766
2024-12-03 23:10:24.915850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 1.1149 - accuracy: 0.9792
2024-12-03 23:10:25.199856: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 1.1554 - accuracy: 0.9750
2024-12-03 23:10:25.533067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 1.1664 - accuracy: 0.9744
2024-12-03 23:10:25.809422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 1.2530 - accuracy: 0.9740
2024-12-03 23:10:26.077972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 1.1566 - accuracy: 0.9760
2024-12-03 23:10:26.352329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 1.0740 - accuracy: 0.9777
2024-12-03 23:10:26.615807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 1.0697 - accuracy: 0.9771
2024-12-03 23:10:26.882068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 1.0466 - accuracy: 0.9766
2024-12-03 23:10:27.143293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.9850 - accuracy: 0.9779
2024-12-03 23:10:27.409613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.9303 - accuracy: 0.9792
2024-12-03 23:10:27.685995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.8813 - accuracy: 0.9803
2024-12-03 23:10:27.958016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.8461 - accuracy: 0.9797
2024-12-03 23:10:28.220379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.8058 - accuracy: 0.9807
2024-12-03 23:10:28.484643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.7703 - accuracy: 0.9801
2024-12-03 23:10:28.749059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.7368 - accuracy: 0.9810
2024-12-03 23:10:29.010771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.7061 - accuracy: 0.9818
2024-12-03 23:10:29.284508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.6778 - accuracy: 0.9825
2024-12-03 23:10:29.555031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.6518 - accuracy: 0.9832
2024-12-03 23:10:29.823328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.6277 - accuracy: 0.9838 
2024-12-03 23:10:30.131767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.6053 - accuracy: 0.9844
2024-12-03 23:10:30.402654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.5844 - accuracy: 0.9849
2024-12-03 23:10:30.672702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.5649 - accuracy: 0.9854
2024-12-03 23:10:30.945386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.5948 - accuracy: 0.9849
2024-12-03 23:10:31.217681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5867 - accuracy: 0.9844
2024-12-03 23:10:31.527817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.5689 - accuracy: 0.9848
2024-12-03 23:10:31.818720: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.5815 - accuracy: 0.9844
2024-12-03 23:10:32.088257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.6234 - accuracy: 0.9821
2024-12-03 23:10:32.363672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.6486 - accuracy: 0.9809
2024-12-03 23:10:32.637395: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.6380 - accuracy: 0.9806
2024-12-03 23:10:32.906222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.6463 - accuracy: 0.9803
2024-12-03 23:10:33.177694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.6298 - accuracy: 0.9808
2024-12-03 23:10:33.450418: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.6339 - accuracy: 0.9805
2024-12-03 23:10:33.766876: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.6922 - accuracy: 0.9794
2024-12-03 23:10:34.036807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.6757 - accuracy: 0.9799
2024-12-03 23:10:34.302719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.6600 - accuracy: 0.9804
2024-12-03 23:10:34.569317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6521 - accuracy: 0.9801
2024-12-03 23:10:34.837702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.6884 - accuracy: 0.9792
2024-12-03 23:10:35.105467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.7074 - accuracy: 0.9776
2024-12-03 23:10:35.374802: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.6923 - accuracy: 0.9781
2024-12-03 23:10:35.643854: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.6779 - accuracy: 0.9785
2024-12-03 23:10:35.921211: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.6641 - accuracy: 0.9790
2024-12-03 23:10:36.231816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.6508 - accuracy: 0.9794
2024-12-03 23:10:36.505857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6380 - accuracy: 0.9798
2024-12-03 23:10:36.777636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.6257 - accuracy: 0.9802
2024-12-03 23:10:37.050273: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6408 - accuracy: 0.9800
2024-12-03 23:10:37.320254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6290 - accuracy: 0.9803
2024-12-03 23:10:37.586551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.6245 - accuracy: 0.9801
2024-12-03 23:10:37.871702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.6134 - accuracy: 0.9805
2024-12-03 23:10:38.148559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.6026 - accuracy: 0.9808
2024-12-03 23:10:38.418650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.5927 - accuracy: 0.9806
2024-12-03 23:10:38.683032: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.6474 - accuracy: 0.9799
2024-12-03 23:10:38.954001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6367 - accuracy: 0.9802
2024-12-03 23:10:39.225258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6514 - accuracy: 0.9795
2024-12-03 23:10:39.492403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6565 - accuracy: 0.9790
2024-12-03 23:10:39.761358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 395ms/step - loss: 0.6565 - accuracy: 0.9790 - val_loss: 1.2309 - val_accuracy: 0.9770
Epoch 19/50
2024-12-03 23:10:47.513881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:10:47.835661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:10:48.098494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.3567 - accuracy: 0.9792    
2024-12-03 23:10:48.374948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.2676 - accuracy: 0.9844
2024-12-03 23:10:48.653255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.3584 - accuracy: 0.9750
2024-12-03 23:10:48.931155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.2987 - accuracy: 0.9792
2024-12-03 23:10:49.218321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.2560 - accuracy: 0.9821
2024-12-03 23:10:49.505443: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.2241 - accuracy: 0.9844
2024-12-03 23:10:49.795397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.1992 - accuracy: 0.9861
2024-12-03 23:10:50.098270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.1792 - accuracy: 0.9875
2024-12-03 23:10:50.393757: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.4701 - accuracy: 0.9858
2024-12-03 23:10:50.680028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.4309 - accuracy: 0.9870
2024-12-03 23:10:50.961683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.5739 - accuracy: 0.9808
2024-12-03 23:10:51.243372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.5635 - accuracy: 0.9799
2024-12-03 23:10:51.517501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.7646 - accuracy: 0.9792
2024-12-03 23:10:51.789732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.8299 - accuracy: 0.9746
2024-12-03 23:10:52.061437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.7878 - accuracy: 0.9743
2024-12-03 23:10:52.336424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.7440 - accuracy: 0.9757
2024-12-03 23:10:52.647759: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.7049 - accuracy: 0.9770
2024-12-03 23:10:52.921164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.7504 - accuracy: 0.9766
2024-12-03 23:10:53.194351: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.7457 - accuracy: 0.9762
2024-12-03 23:10:53.472468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.7118 - accuracy: 0.9773
2024-12-03 23:10:53.748614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.6832 - accuracy: 0.9769
2024-12-03 23:10:54.024749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.6552 - accuracy: 0.9779
2024-12-03 23:10:54.322541: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.6679 - accuracy: 0.9762
2024-12-03 23:10:54.605402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.6613 - accuracy: 0.9760
2024-12-03 23:10:54.887030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.6825 - accuracy: 0.9757
2024-12-03 23:10:55.166583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.6581 - accuracy: 0.9766 
2024-12-03 23:10:55.450178: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6354 - accuracy: 0.9774
2024-12-03 23:10:55.723383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.6142 - accuracy: 0.9781
2024-12-03 23:10:56.006100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.5944 - accuracy: 0.9788
2024-12-03 23:10:56.279805: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5759 - accuracy: 0.9795
2024-12-03 23:10:56.561455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6237 - accuracy: 0.9782
2024-12-03 23:10:56.855880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6081 - accuracy: 0.9779
2024-12-03 23:10:57.147150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.5907 - accuracy: 0.9786
2024-12-03 23:10:57.426078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.5933 - accuracy: 0.9774
2024-12-03 23:10:57.708316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.6014 - accuracy: 0.9772
2024-12-03 23:10:57.992208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.6098 - accuracy: 0.9770
2024-12-03 23:10:58.266620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.5942 - accuracy: 0.9776
2024-12-03 23:10:58.541309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.6064 - accuracy: 0.9773
2024-12-03 23:10:58.810423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.6400 - accuracy: 0.9756
2024-12-03 23:10:59.089150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.6901 - accuracy: 0.9747
2024-12-03 23:10:59.380115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.7045 - accuracy: 0.9738
2024-12-03 23:10:59.666376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.7446 - accuracy: 0.9737
2024-12-03 23:10:59.944904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.7326 - accuracy: 0.9736
2024-12-03 23:11:00.226485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.7167 - accuracy: 0.9742
2024-12-03 23:11:00.508437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.7014 - accuracy: 0.9747
2024-12-03 23:11:00.787056: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.6871 - accuracy: 0.9753
2024-12-03 23:11:01.062602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.6731 - accuracy: 0.9758
2024-12-03 23:11:01.342096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.7042 - accuracy: 0.9744
2024-12-03 23:11:01.617897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6904 - accuracy: 0.9749
2024-12-03 23:11:01.895831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.6771 - accuracy: 0.9754
2024-12-03 23:11:02.184465: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6643 - accuracy: 0.9758
2024-12-03 23:11:02.473751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6520 - accuracy: 0.9763
2024-12-03 23:11:02.750642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.6518 - accuracy: 0.9761
2024-12-03 23:11:03.022438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.6402 - accuracy: 0.9766
2024-12-03 23:11:03.297804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.6344 - accuracy: 0.9764
2024-12-03 23:11:03.576203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.6317 - accuracy: 0.9763
2024-12-03 23:11:03.853137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.6210 - accuracy: 0.9767
2024-12-03 23:11:04.124141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.6210 - accuracy: 0.9760
2024-12-03 23:11:04.394910: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6292 - accuracy: 0.9754
2024-12-03 23:11:04.671719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.6198 - accuracy: 0.9755
2024-12-03 23:11:04.955160: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 403ms/step - loss: 0.6198 - accuracy: 0.9755 - val_loss: 1.9982 - val_accuracy: 0.9610
Epoch 20/50
2024-12-03 23:11:12.841540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:11:13.168761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.0027 - accuracy: 1.0000    
2024-12-03 23:11:13.438837: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 1.1789 - accuracy: 0.9896
2024-12-03 23:11:13.711317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 1.4474 - accuracy: 0.9844
2024-12-03 23:11:13.994488: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 1.1579 - accuracy: 0.9875
2024-12-03 23:11:14.281766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.9649 - accuracy: 0.9896
2024-12-03 23:11:14.575852: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.8271 - accuracy: 0.9911
2024-12-03 23:11:14.868164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.8781 - accuracy: 0.9883
2024-12-03 23:11:15.157721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.7805 - accuracy: 0.9896
2024-12-03 23:11:15.466885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.7024 - accuracy: 0.9906
2024-12-03 23:11:15.751301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.7984 - accuracy: 0.9830
2024-12-03 23:11:16.034575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.8128 - accuracy: 0.9818
2024-12-03 23:11:16.313462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.8016 - accuracy: 0.9808
2024-12-03 23:11:16.592687: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.8666 - accuracy: 0.9799
2024-12-03 23:11:16.872479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.8088 - accuracy: 0.9812
2024-12-03 23:11:17.149914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.8669 - accuracy: 0.9805
2024-12-03 23:11:17.427968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.8736 - accuracy: 0.9798
2024-12-03 23:11:17.704230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.8251 - accuracy: 0.9809
2024-12-03 23:11:18.019121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.7816 - accuracy: 0.9819
2024-12-03 23:11:18.294699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.7426 - accuracy: 0.9828
2024-12-03 23:11:18.574020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.7223 - accuracy: 0.9821
2024-12-03 23:11:18.857396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.7693 - accuracy: 0.9801
2024-12-03 23:11:19.137356: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.7359 - accuracy: 0.9810
2024-12-03 23:11:19.411288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.7052 - accuracy: 0.9818
2024-12-03 23:11:19.686546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.6981 - accuracy: 0.9800
2024-12-03 23:11:19.963704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.7083 - accuracy: 0.9784
2024-12-03 23:11:20.245425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.6821 - accuracy: 0.9792
2024-12-03 23:11:20.568737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.6886 - accuracy: 0.9788 
2024-12-03 23:11:20.850355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.6891 - accuracy: 0.9784
2024-12-03 23:11:21.130587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.6830 - accuracy: 0.9781
2024-12-03 23:11:21.411072: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.6609 - accuracy: 0.9788
2024-12-03 23:11:21.691711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.6403 - accuracy: 0.9795
2024-12-03 23:11:21.977235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6209 - accuracy: 0.9801
2024-12-03 23:11:22.256752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6026 - accuracy: 0.9807
2024-12-03 23:11:22.524267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.5854 - accuracy: 0.9812
2024-12-03 23:11:22.836315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.5691 - accuracy: 0.9818
2024-12-03 23:11:23.112911: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.5537 - accuracy: 0.9823
2024-12-03 23:11:23.389533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.5514 - accuracy: 0.9819
2024-12-03 23:11:23.669119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.5710 - accuracy: 0.9816
2024-12-03 23:11:23.945401: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.5568 - accuracy: 0.9820
2024-12-03 23:11:24.225766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.5745 - accuracy: 0.9817
2024-12-03 23:11:24.501842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.5798 - accuracy: 0.9814
2024-12-03 23:11:24.778371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.5663 - accuracy: 0.9818
2024-12-03 23:11:25.098959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.5535 - accuracy: 0.9822
2024-12-03 23:11:25.378816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.5658 - accuracy: 0.9819
2024-12-03 23:11:25.663614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.5682 - accuracy: 0.9810
2024-12-03 23:11:25.947661: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.5575 - accuracy: 0.9807
2024-12-03 23:11:26.229839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.5479 - accuracy: 0.9805
2024-12-03 23:11:26.509274: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.5771 - accuracy: 0.9802
2024-12-03 23:11:26.790513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.5910 - accuracy: 0.9800
2024-12-03 23:11:27.067223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6070 - accuracy: 0.9798
2024-12-03 23:11:27.388381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.6246 - accuracy: 0.9796
2024-12-03 23:11:27.669494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6128 - accuracy: 0.9800
2024-12-03 23:11:27.944520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.6015 - accuracy: 0.9803
2024-12-03 23:11:28.221779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.5905 - accuracy: 0.9807
2024-12-03 23:11:28.488177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.5893 - accuracy: 0.9805
2024-12-03 23:11:28.754713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.5973 - accuracy: 0.9803
2024-12-03 23:11:29.066778: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.5870 - accuracy: 0.9806
2024-12-03 23:11:29.346485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.5955 - accuracy: 0.9804
2024-12-03 23:11:29.616416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5856 - accuracy: 0.9807
2024-12-03 23:11:29.892568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.6059 - accuracy: 0.9805
2024-12-03 23:11:30.161740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.5914 - accuracy: 0.9810
2024-12-03 23:11:30.433201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 405ms/step - loss: 0.5914 - accuracy: 0.9810 - val_loss: 0.9975 - val_accuracy: 0.9780
Epoch 21/50
2024-12-03 23:11:38.257779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 3.7253e-09 - accuracy: 1.0000
2024-12-03 23:11:38.583194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 2.6077e-07 - accuracy: 1.0000
2024-12-03 23:11:38.849206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 1.7385e-07 - accuracy: 1.0000
2024-12-03 23:11:39.118486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.3038e-07 - accuracy: 1.0000
2024-12-03 23:11:39.392472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 1.0431e-07 - accuracy: 1.0000
2024-12-03 23:11:39.686028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.1682 - accuracy: 0.9948    
2024-12-03 23:11:39.975426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.2978 - accuracy: 0.9866
2024-12-03 23:11:40.268197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.2606 - accuracy: 0.9883
2024-12-03 23:11:40.575396: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.4240 - accuracy: 0.9826
2024-12-03 23:11:40.867545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.4299 - accuracy: 0.9812
2024-12-03 23:11:41.158158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.4450 - accuracy: 0.9773
2024-12-03 23:11:41.445169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.4079 - accuracy: 0.9792
2024-12-03 23:11:41.730341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.3840 - accuracy: 0.9784
2024-12-03 23:11:42.011357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.3566 - accuracy: 0.9799
2024-12-03 23:11:42.291111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.3328 - accuracy: 0.9812
2024-12-03 23:11:42.564915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.3120 - accuracy: 0.9824
2024-12-03 23:11:42.837093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.3303 - accuracy: 0.9816
2024-12-03 23:11:43.136781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.3280 - accuracy: 0.9809
2024-12-03 23:11:43.413472: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.3140 - accuracy: 0.9803
2024-12-03 23:11:43.686865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.3052 - accuracy: 0.9797
2024-12-03 23:11:43.961386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.3623 - accuracy: 0.9792
2024-12-03 23:11:44.241770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.4683 - accuracy: 0.9759
2024-12-03 23:11:44.520929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4601 - accuracy: 0.9755
2024-12-03 23:11:44.801370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4440 - accuracy: 0.9753
2024-12-03 23:11:45.079038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4574 - accuracy: 0.9750
2024-12-03 23:11:45.361419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.4399 - accuracy: 0.9760
2024-12-03 23:11:45.663455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4654 - accuracy: 0.9745
2024-12-03 23:11:45.939833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.5144 - accuracy: 0.9743 
2024-12-03 23:11:46.225041: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.5276 - accuracy: 0.9731
2024-12-03 23:11:46.508058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.5938 - accuracy: 0.9729
2024-12-03 23:11:46.787776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.5799 - accuracy: 0.9728
2024-12-03 23:11:47.066470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5748 - accuracy: 0.9727
2024-12-03 23:11:47.344194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.5574 - accuracy: 0.9735
2024-12-03 23:11:47.629639: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.5410 - accuracy: 0.9743
2024-12-03 23:11:47.907004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.5838 - accuracy: 0.9741
2024-12-03 23:11:48.205792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.5675 - accuracy: 0.9748
2024-12-03 23:11:48.483500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.5870 - accuracy: 0.9747
2024-12-03 23:11:48.759437: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.6523 - accuracy: 0.9720
2024-12-03 23:11:49.038137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.6731 - accuracy: 0.9712
2024-12-03 23:11:49.313125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.7154 - accuracy: 0.9711
2024-12-03 23:11:49.591320: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.7470 - accuracy: 0.9703
2024-12-03 23:11:49.866728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.7292 - accuracy: 0.9710
2024-12-03 23:11:50.145646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.7124 - accuracy: 0.9717
2024-12-03 23:11:50.423179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.6963 - accuracy: 0.9723
2024-12-03 23:11:50.719055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.6808 - accuracy: 0.9729
2024-12-03 23:11:51.000755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.6660 - accuracy: 0.9735
2024-12-03 23:11:51.277903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.6519 - accuracy: 0.9741
2024-12-03 23:11:51.559878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.6383 - accuracy: 0.9746
2024-12-03 23:11:51.840915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.6406 - accuracy: 0.9739
2024-12-03 23:11:52.118725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.6278 - accuracy: 0.9744
2024-12-03 23:11:52.396182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.6291 - accuracy: 0.9737
2024-12-03 23:11:52.675387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.6170 - accuracy: 0.9742
2024-12-03 23:11:52.951022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.6095 - accuracy: 0.9735
2024-12-03 23:11:53.242359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.5982 - accuracy: 0.9740
2024-12-03 23:11:53.523497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.6012 - accuracy: 0.9739
2024-12-03 23:11:53.789480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.5905 - accuracy: 0.9743
2024-12-03 23:11:54.056620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.5801 - accuracy: 0.9748
2024-12-03 23:11:54.324875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.5782 - accuracy: 0.9747
2024-12-03 23:11:54.599413: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.5712 - accuracy: 0.9746
2024-12-03 23:11:54.882449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.5624 - accuracy: 0.9745
2024-12-03 23:11:55.159073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.5541 - accuracy: 0.9744
2024-12-03 23:11:55.434325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.5408 - accuracy: 0.9750
2024-12-03 23:11:55.722662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 27s 433ms/step - loss: 0.5408 - accuracy: 0.9750 - val_loss: 0.7759 - val_accuracy: 0.9800
Epoch 22/50
2024-12-03 23:12:05.428975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:12:05.746574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:12:05.973076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:12:06.206663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.1345 - accuracy: 0.9922    
2024-12-03 23:12:06.437496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.3491 - accuracy: 0.9812
2024-12-03 23:12:06.672471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.4313 - accuracy: 0.9740
2024-12-03 23:12:06.904314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.3734 - accuracy: 0.9732
2024-12-03 23:12:07.143355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.5331 - accuracy: 0.9727
2024-12-03 23:12:07.437973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 0.5213 - accuracy: 0.9722
2024-12-03 23:12:07.719919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 0.5693 - accuracy: 0.9719
2024-12-03 23:12:08.028719: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 13s - loss: 0.6809 - accuracy: 0.9688
2024-12-03 23:12:08.372692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.7204 - accuracy: 0.9688
2024-12-03 23:12:08.725563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.6650 - accuracy: 0.9712
2024-12-03 23:12:09.061339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.6175 - accuracy: 0.9732
2024-12-03 23:12:09.388344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.5764 - accuracy: 0.9750
2024-12-03 23:12:09.703513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.5403 - accuracy: 0.9766
2024-12-03 23:12:10.036493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.5935 - accuracy: 0.9724
2024-12-03 23:12:10.315650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.5605 - accuracy: 0.9740
2024-12-03 23:12:10.590112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.5312 - accuracy: 0.9753
2024-12-03 23:12:10.877185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.5242 - accuracy: 0.9719
2024-12-03 23:12:11.152967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.5369 - accuracy: 0.9717
2024-12-03 23:12:11.415042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.5132 - accuracy: 0.9730
2024-12-03 23:12:11.678076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4909 - accuracy: 0.9742
2024-12-03 23:12:11.940913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.4706 - accuracy: 0.9753
2024-12-03 23:12:12.204938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4518 - accuracy: 0.9762
2024-12-03 23:12:12.478523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.4365 - accuracy: 0.9760
2024-12-03 23:12:12.754452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4206 - accuracy: 0.9769
2024-12-03 23:12:13.035446: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.4055 - accuracy: 0.9777 
2024-12-03 23:12:13.320651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3915 - accuracy: 0.9784
2024-12-03 23:12:13.597721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3787 - accuracy: 0.9792
2024-12-03 23:12:13.924831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3727 - accuracy: 0.9788
2024-12-03 23:12:14.215513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3610 - accuracy: 0.9795
2024-12-03 23:12:14.499681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3501 - accuracy: 0.9801
2024-12-03 23:12:14.779114: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4042 - accuracy: 0.9779
2024-12-03 23:12:15.056381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.4345 - accuracy: 0.9777
2024-12-03 23:12:15.338177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.4224 - accuracy: 0.9783
2024-12-03 23:12:15.609096: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.4110 - accuracy: 0.9789
2024-12-03 23:12:15.886397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.4002 - accuracy: 0.9794
2024-12-03 23:12:16.198922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3900 - accuracy: 0.9800
2024-12-03 23:12:16.471246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3802 - accuracy: 0.9805
2024-12-03 23:12:16.744255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3839 - accuracy: 0.9802
2024-12-03 23:12:17.025835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.3843 - accuracy: 0.9799
2024-12-03 23:12:17.305582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3754 - accuracy: 0.9804
2024-12-03 23:12:17.573016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3861 - accuracy: 0.9801
2024-12-03 23:12:17.848185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3775 - accuracy: 0.9806
2024-12-03 23:12:18.121169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3836 - accuracy: 0.9789
2024-12-03 23:12:18.436144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3949 - accuracy: 0.9787
2024-12-03 23:12:18.715270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3866 - accuracy: 0.9792
2024-12-03 23:12:18.992450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.3787 - accuracy: 0.9796
2024-12-03 23:12:19.272715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3861 - accuracy: 0.9794
2024-12-03 23:12:19.547103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3785 - accuracy: 0.9798
2024-12-03 23:12:19.822222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.4219 - accuracy: 0.9796
2024-12-03 23:12:20.094201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4666 - accuracy: 0.9788
2024-12-03 23:12:20.379134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4579 - accuracy: 0.9792
2024-12-03 23:12:20.653995: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.4496 - accuracy: 0.9795
2024-12-03 23:12:20.925531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.4416 - accuracy: 0.9799
2024-12-03 23:12:21.203803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4356 - accuracy: 0.9797
2024-12-03 23:12:21.479089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.4281 - accuracy: 0.9801
2024-12-03 23:12:21.759922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.4471 - accuracy: 0.9793
2024-12-03 23:12:22.039024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4479 - accuracy: 0.9792
2024-12-03 23:12:22.311900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4406 - accuracy: 0.9795
2024-12-03 23:12:22.585769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4300 - accuracy: 0.9800
2024-12-03 23:12:22.855669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 402ms/step - loss: 0.4300 - accuracy: 0.9800 - val_loss: 0.8513 - val_accuracy: 0.9780
Epoch 23/50
2024-12-03 23:12:30.644822: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.4215 - accuracy: 0.9375
2024-12-03 23:12:30.973332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.2108 - accuracy: 0.9688
2024-12-03 23:12:31.237583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.1457 - accuracy: 0.9792
2024-12-03 23:12:31.509122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.1093 - accuracy: 0.9844
2024-12-03 23:12:31.794782: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.4734 - accuracy: 0.9812
2024-12-03 23:12:32.085712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.3945 - accuracy: 0.9844
2024-12-03 23:12:32.371797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.3381 - accuracy: 0.9866
2024-12-03 23:12:32.656369: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.7044 - accuracy: 0.9805
2024-12-03 23:12:32.958770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.6261 - accuracy: 0.9826
2024-12-03 23:12:33.249467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.5672 - accuracy: 0.9812
2024-12-03 23:12:33.533209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.5157 - accuracy: 0.9830
2024-12-03 23:12:33.817815: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.4727 - accuracy: 0.9844
2024-12-03 23:12:34.101724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.4369 - accuracy: 0.9856
2024-12-03 23:12:34.376256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 13s - loss: 0.4056 - accuracy: 0.9866
2024-12-03 23:12:34.654123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.3786 - accuracy: 0.9875
2024-12-03 23:12:34.935101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.3688 - accuracy: 0.9863
2024-12-03 23:12:35.224484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4748 - accuracy: 0.9853
2024-12-03 23:12:35.513299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.4716 - accuracy: 0.9844
2024-12-03 23:12:35.789473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.4468 - accuracy: 0.9852
2024-12-03 23:12:36.065365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.4244 - accuracy: 0.9859
2024-12-03 23:12:36.341296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.4087 - accuracy: 0.9851
2024-12-03 23:12:36.613801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.4073 - accuracy: 0.9844
2024-12-03 23:12:36.889669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4821 - accuracy: 0.9823
2024-12-03 23:12:37.170334: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.4722 - accuracy: 0.9818
2024-12-03 23:12:37.449098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4566 - accuracy: 0.9812
2024-12-03 23:12:37.760526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.4390 - accuracy: 0.9820
2024-12-03 23:12:38.046842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4228 - accuracy: 0.9826
2024-12-03 23:12:38.342982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.4077 - accuracy: 0.9833 
2024-12-03 23:12:38.626101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3936 - accuracy: 0.9838
2024-12-03 23:12:38.908570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3805 - accuracy: 0.9844
2024-12-03 23:12:39.195502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3682 - accuracy: 0.9849
2024-12-03 23:12:39.479972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3567 - accuracy: 0.9854
2024-12-03 23:12:39.797804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3459 - accuracy: 0.9858
2024-12-03 23:12:40.095311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3798 - accuracy: 0.9853
2024-12-03 23:12:40.377259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.3690 - accuracy: 0.9857
2024-12-03 23:12:40.660400: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3588 - accuracy: 0.9861
2024-12-03 23:12:40.941853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.3491 - accuracy: 0.9865
2024-12-03 23:12:41.215298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.3399 - accuracy: 0.9868
2024-12-03 23:12:41.490743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3312 - accuracy: 0.9872
2024-12-03 23:12:41.757857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3229 - accuracy: 0.9875
2024-12-03 23:12:42.023514: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3154 - accuracy: 0.9878
2024-12-03 23:12:42.323957: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.3079 - accuracy: 0.9881
2024-12-03 23:12:42.612265: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3007 - accuracy: 0.9884
2024-12-03 23:12:42.892256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3046 - accuracy: 0.9872
2024-12-03 23:12:43.170643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2978 - accuracy: 0.9875
2024-12-03 23:12:43.458375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3106 - accuracy: 0.9864
2024-12-03 23:12:43.743341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3259 - accuracy: 0.9860
2024-12-03 23:12:44.028795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3406 - accuracy: 0.9857
2024-12-03 23:12:44.312441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.3517 - accuracy: 0.9853
2024-12-03 23:12:44.594467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3447 - accuracy: 0.9856
2024-12-03 23:12:44.890699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3379 - accuracy: 0.9859
2024-12-03 23:12:45.174309: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3314 - accuracy: 0.9862
2024-12-03 23:12:45.458156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3261 - accuracy: 0.9858
2024-12-03 23:12:45.735545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3201 - accuracy: 0.9861
2024-12-03 23:12:46.004531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3143 - accuracy: 0.9864
2024-12-03 23:12:46.271685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.3152 - accuracy: 0.9860
2024-12-03 23:12:46.546880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3371 - accuracy: 0.9857
2024-12-03 23:12:46.843222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3312 - accuracy: 0.9860
2024-12-03 23:12:47.125589: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3257 - accuracy: 0.9862
2024-12-03 23:12:47.395430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3203 - accuracy: 0.9865
2024-12-03 23:12:47.672315: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3166 - accuracy: 0.9862
2024-12-03 23:12:47.946350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3091 - accuracy: 0.9865
2024-12-03 23:12:48.222095: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 404ms/step - loss: 0.3091 - accuracy: 0.9865 - val_loss: 0.9685 - val_accuracy: 0.9750
Epoch 24/50
2024-12-03 23:12:56.052124: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.4502 - accuracy: 0.9688
2024-12-03 23:12:56.377559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.2251 - accuracy: 0.9844
2024-12-03 23:12:56.649934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.1501 - accuracy: 0.9896
2024-12-03 23:12:56.927427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.1258 - accuracy: 0.9844
2024-12-03 23:12:57.218540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.1007 - accuracy: 0.9875
2024-12-03 23:12:57.512703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.2714 - accuracy: 0.9844
2024-12-03 23:12:57.805111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.2892 - accuracy: 0.9821
2024-12-03 23:12:58.123811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.2530 - accuracy: 0.9844
2024-12-03 23:12:58.421447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.2249 - accuracy: 0.9861
2024-12-03 23:12:58.720702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.2024 - accuracy: 0.9875
2024-12-03 23:12:59.020730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.1840 - accuracy: 0.9886
2024-12-03 23:12:59.316173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.1687 - accuracy: 0.9896
2024-12-03 23:12:59.607260: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.1609 - accuracy: 0.9880
2024-12-03 23:12:59.893157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.2527 - accuracy: 0.9844
2024-12-03 23:13:00.170474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.4057 - accuracy: 0.9792
2024-12-03 23:13:00.473291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.3804 - accuracy: 0.9805
2024-12-03 23:13:00.769361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.3761 - accuracy: 0.9798
2024-12-03 23:13:01.044038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.4155 - accuracy: 0.9792
2024-12-03 23:13:01.320851: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.3936 - accuracy: 0.9803
2024-12-03 23:13:01.594017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.3739 - accuracy: 0.9812
2024-12-03 23:13:01.871546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.3561 - accuracy: 0.9821
2024-12-03 23:13:02.152653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.3399 - accuracy: 0.9830
2024-12-03 23:13:02.450060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4272 - accuracy: 0.9823
2024-12-03 23:13:02.741331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4094 - accuracy: 0.9831
2024-12-03 23:13:03.021218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.3932 - accuracy: 0.9837
2024-12-03 23:13:03.307024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.3781 - accuracy: 0.9844
2024-12-03 23:13:03.594965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.3641 - accuracy: 0.9850
2024-12-03 23:13:03.878691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3969 - accuracy: 0.9844
2024-12-03 23:13:04.158559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3832 - accuracy: 0.9849 
2024-12-03 23:13:04.457050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.4097 - accuracy: 0.9823
2024-12-03 23:13:04.738203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3965 - accuracy: 0.9829
2024-12-03 23:13:05.020895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3841 - accuracy: 0.9834
2024-12-03 23:13:05.318279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3733 - accuracy: 0.9830
2024-12-03 23:13:05.610800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4083 - accuracy: 0.9807
2024-12-03 23:13:05.904630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.4713 - accuracy: 0.9777
2024-12-03 23:13:06.195699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.4610 - accuracy: 0.9774
2024-12-03 23:13:06.481841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.4554 - accuracy: 0.9772
2024-12-03 23:13:06.818411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.4434 - accuracy: 0.9778
2024-12-03 23:13:07.107104: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.4414 - accuracy: 0.9776
2024-12-03 23:13:07.399194: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.4318 - accuracy: 0.9773
2024-12-03 23:13:07.695806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.4296 - accuracy: 0.9771
2024-12-03 23:13:07.984791: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.4251 - accuracy: 0.9769
2024-12-03 23:13:08.276598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.4164 - accuracy: 0.9767
2024-12-03 23:13:08.614962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.4082 - accuracy: 0.9766
2024-12-03 23:13:08.896133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.4181 - accuracy: 0.9764
2024-12-03 23:13:09.176898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4090 - accuracy: 0.9769
2024-12-03 23:13:09.456571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4003 - accuracy: 0.9774
2024-12-03 23:13:09.739264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3920 - accuracy: 0.9779
2024-12-03 23:13:10.012367: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3840 - accuracy: 0.9783
2024-12-03 23:13:10.303229: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3763 - accuracy: 0.9787
2024-12-03 23:13:10.603537: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3689 - accuracy: 0.9792
2024-12-03 23:13:10.881487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3619 - accuracy: 0.9796
2024-12-03 23:13:11.165456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3550 - accuracy: 0.9800
2024-12-03 23:13:11.449331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3592 - accuracy: 0.9797
2024-12-03 23:13:11.728390: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3526 - accuracy: 0.9801
2024-12-03 23:13:12.010834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3463 - accuracy: 0.9805
2024-12-03 23:13:12.302535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3403 - accuracy: 0.9808
2024-12-03 23:13:12.594710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3344 - accuracy: 0.9811
2024-12-03 23:13:12.873497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3288 - accuracy: 0.9815
2024-12-03 23:13:13.143824: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3233 - accuracy: 0.9818
2024-12-03 23:13:13.422636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3186 - accuracy: 0.9816
2024-12-03 23:13:13.691680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3109 - accuracy: 0.9820
2024-12-03 23:13:13.961167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 28s 440ms/step - loss: 0.3109 - accuracy: 0.9820 - val_loss: 0.6737 - val_accuracy: 0.9840
Epoch 25/50
2024-12-03 23:13:23.670168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:13:23.985108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:13:24.215284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 2.3717e-07 - accuracy: 1.0000
2024-12-03 23:13:24.453093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 4.2954e-04 - accuracy: 1.0000
2024-12-03 23:13:24.691816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.3831 - accuracy: 0.9812    
2024-12-03 23:13:24.935944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.3192 - accuracy: 0.9844
2024-12-03 23:13:25.184662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.2872 - accuracy: 0.9821
2024-12-03 23:13:25.479233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.2513 - accuracy: 0.9844
2024-12-03 23:13:25.767305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 0.2234 - accuracy: 0.9861
2024-12-03 23:13:26.073526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.2010 - accuracy: 0.9875
2024-12-03 23:13:26.409452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.5785 - accuracy: 0.9830
2024-12-03 23:13:26.752646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.5303 - accuracy: 0.9844
2024-12-03 23:13:27.105870: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.4895 - accuracy: 0.9856
2024-12-03 23:13:27.495853: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.4545 - accuracy: 0.9866
2024-12-03 23:13:27.799164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.4288 - accuracy: 0.9854
2024-12-03 23:13:28.098784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.4420 - accuracy: 0.9844
2024-12-03 23:13:28.391923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4160 - accuracy: 0.9853
2024-12-03 23:13:28.669454: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.4819 - accuracy: 0.9844
2024-12-03 23:13:28.947914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.4565 - accuracy: 0.9852
2024-12-03 23:13:29.253542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.4338 - accuracy: 0.9859
2024-12-03 23:13:29.527556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.4135 - accuracy: 0.9866
2024-12-03 23:13:29.802494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.4107 - accuracy: 0.9858
2024-12-03 23:13:30.082405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4640 - accuracy: 0.9851
2024-12-03 23:13:30.361902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4796 - accuracy: 0.9844
2024-12-03 23:13:30.641301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4605 - accuracy: 0.9850
2024-12-03 23:13:30.926148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.4428 - accuracy: 0.9856
2024-12-03 23:13:31.228182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4378 - accuracy: 0.9850
2024-12-03 23:13:31.519252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.4269 - accuracy: 0.9844
2024-12-03 23:13:31.809019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.4394 - accuracy: 0.9838 
2024-12-03 23:13:32.102840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.4669 - accuracy: 0.9833
2024-12-03 23:13:32.403556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.4518 - accuracy: 0.9839
2024-12-03 23:13:32.689861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.4377 - accuracy: 0.9844
2024-12-03 23:13:32.978347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.4244 - accuracy: 0.9848
2024-12-03 23:13:33.288656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4228 - accuracy: 0.9844
2024-12-03 23:13:33.586107: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.4146 - accuracy: 0.9839
2024-12-03 23:13:33.865129: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.4186 - accuracy: 0.9835
2024-12-03 23:13:34.144116: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.4074 - accuracy: 0.9840
2024-12-03 23:13:34.424922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.3966 - accuracy: 0.9844
2024-12-03 23:13:34.702645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3865 - accuracy: 0.9848
2024-12-03 23:13:34.976800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3917 - accuracy: 0.9844
2024-12-03 23:13:35.274711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3821 - accuracy: 0.9848
2024-12-03 23:13:35.558228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3730 - accuracy: 0.9851
2024-12-03 23:13:35.849246: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3918 - accuracy: 0.9847
2024-12-03 23:13:36.135524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3829 - accuracy: 0.9851
2024-12-03 23:13:36.414456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3770 - accuracy: 0.9847
2024-12-03 23:13:36.695445: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3688 - accuracy: 0.9851
2024-12-03 23:13:37.024006: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3609 - accuracy: 0.9854
2024-12-03 23:13:37.318570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3629 - accuracy: 0.9850
2024-12-03 23:13:37.600235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3555 - accuracy: 0.9853
2024-12-03 23:13:37.881456: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3484 - accuracy: 0.9856
2024-12-03 23:13:38.160316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3415 - accuracy: 0.9859
2024-12-03 23:13:38.447647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3350 - accuracy: 0.9862
2024-12-03 23:13:38.731741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3334 - accuracy: 0.9858
2024-12-03 23:13:39.017920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3354 - accuracy: 0.9855
2024-12-03 23:13:39.298546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3293 - accuracy: 0.9858
2024-12-03 23:13:39.578576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3508 - accuracy: 0.9855
2024-12-03 23:13:39.857143: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3448 - accuracy: 0.9857
2024-12-03 23:13:40.125905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3388 - accuracy: 0.9860
2024-12-03 23:13:40.397551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3543 - accuracy: 0.9852
2024-12-03 23:13:40.672664: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3484 - accuracy: 0.9854
2024-12-03 23:13:40.961570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3467 - accuracy: 0.9851
2024-12-03 23:13:41.246811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3407 - accuracy: 0.9850
2024-12-03 23:13:41.522799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 28s 441ms/step - loss: 0.3407 - accuracy: 0.9850 - val_loss: 0.6273 - val_accuracy: 0.9810
Epoch 26/50
2024-12-03 23:13:51.321263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.1561 - accuracy: 0.9688
2024-12-03 23:13:51.633201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.0780 - accuracy: 0.9844
2024-12-03 23:13:51.859536: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.1295 - accuracy: 0.9792
2024-12-03 23:13:52.093440: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.1008 - accuracy: 0.9844
2024-12-03 23:13:52.331216: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.3291 - accuracy: 0.9750
2024-12-03 23:13:52.571633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 13s - loss: 0.3315 - accuracy: 0.9740
2024-12-03 23:13:52.841968: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.8842 - accuracy: 0.9598
2024-12-03 23:13:53.105984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 1.0429 - accuracy: 0.9609
2024-12-03 23:13:53.366453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 0.9270 - accuracy: 0.9653
2024-12-03 23:13:53.660111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 0.8731 - accuracy: 0.9656
2024-12-03 23:13:54.000825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.7938 - accuracy: 0.9688
2024-12-03 23:13:54.361485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.7495 - accuracy: 0.9688
2024-12-03 23:13:54.728861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.7250 - accuracy: 0.9688
2024-12-03 23:13:55.078183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.6732 - accuracy: 0.9710
2024-12-03 23:13:55.408590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.6288 - accuracy: 0.9729
2024-12-03 23:13:55.712649: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.5895 - accuracy: 0.9746
2024-12-03 23:13:56.004068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.5549 - accuracy: 0.9761
2024-12-03 23:13:56.285120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.5241 - accuracy: 0.9774
2024-12-03 23:13:56.551939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.4965 - accuracy: 0.9786
2024-12-03 23:13:56.820764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.4827 - accuracy: 0.9781
2024-12-03 23:13:57.149247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.4598 - accuracy: 0.9792
2024-12-03 23:13:57.412067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.4389 - accuracy: 0.9801
2024-12-03 23:13:57.681980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4436 - accuracy: 0.9796
2024-12-03 23:13:57.951185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4251 - accuracy: 0.9805
2024-12-03 23:13:58.223838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4081 - accuracy: 0.9812
2024-12-03 23:13:58.503115: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.3924 - accuracy: 0.9820
2024-12-03 23:13:58.830816: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.3779 - accuracy: 0.9826
2024-12-03 23:13:59.113340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3644 - accuracy: 0.9833
2024-12-03 23:13:59.403386: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3743 - accuracy: 0.9828 
2024-12-03 23:13:59.691063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3618 - accuracy: 0.9833
2024-12-03 23:13:59.980792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.4083 - accuracy: 0.9829
2024-12-03 23:14:00.266240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.4928 - accuracy: 0.9814
2024-12-03 23:14:00.564491: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.5029 - accuracy: 0.9811
2024-12-03 23:14:00.864657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4883 - accuracy: 0.9816
2024-12-03 23:14:01.151162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.4744 - accuracy: 0.9821
2024-12-03 23:14:01.439221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.4612 - accuracy: 0.9826
2024-12-03 23:14:01.721894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.4487 - accuracy: 0.9831
2024-12-03 23:14:02.020215: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.4369 - accuracy: 0.9836
2024-12-03 23:14:02.311156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.4438 - accuracy: 0.9816
2024-12-03 23:14:02.607141: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.4327 - accuracy: 0.9820
2024-12-03 23:14:02.911882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.4221 - accuracy: 0.9825
2024-12-03 23:14:03.199594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.4644 - accuracy: 0.9821
2024-12-03 23:14:03.484467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.4614 - accuracy: 0.9818
2024-12-03 23:14:03.764314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.4510 - accuracy: 0.9822
2024-12-03 23:14:04.047641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.4409 - accuracy: 0.9826
2024-12-03 23:14:04.334175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4314 - accuracy: 0.9830
2024-12-03 23:14:04.669392: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4267 - accuracy: 0.9827
2024-12-03 23:14:04.948512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.4323 - accuracy: 0.9824
2024-12-03 23:14:05.227173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.4483 - accuracy: 0.9809
2024-12-03 23:14:05.505912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4394 - accuracy: 0.9812
2024-12-03 23:14:05.790308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4308 - accuracy: 0.9816
2024-12-03 23:14:06.071530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.4278 - accuracy: 0.9814
2024-12-03 23:14:06.363404: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4227 - accuracy: 0.9811
2024-12-03 23:14:06.666591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4268 - accuracy: 0.9809
2024-12-03 23:14:06.947798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.4196 - accuracy: 0.9807
2024-12-03 23:14:07.227296: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.4121 - accuracy: 0.9810
2024-12-03 23:14:07.520430: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4187 - accuracy: 0.9797
2024-12-03 23:14:07.802564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.4181 - accuracy: 0.9790
2024-12-03 23:14:08.078337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.4331 - accuracy: 0.9788
2024-12-03 23:14:08.385371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4259 - accuracy: 0.9792
2024-12-03 23:14:08.694866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4328 - accuracy: 0.9790
2024-12-03 23:14:08.984553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4224 - accuracy: 0.9795
2024-12-03 23:14:09.260872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 412ms/step - loss: 0.4224 - accuracy: 0.9795 - val_loss: 0.8518 - val_accuracy: 0.9800
Epoch 27/50
2024-12-03 23:14:17.160620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:14:17.487027: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:14:17.752699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 9.0648e-08 - accuracy: 1.0000
2024-12-03 23:14:18.026752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 6.7986e-08 - accuracy: 1.0000
2024-12-03 23:14:18.315655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 5.2674e-07 - accuracy: 1.0000
2024-12-03 23:14:18.618872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 4.3895e-07 - accuracy: 1.0000
2024-12-03 23:14:18.915903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 3.7624e-07 - accuracy: 1.0000
2024-12-03 23:14:19.227980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 3.2921e-07 - accuracy: 1.0000
2024-12-03 23:14:19.541645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 2.9263e-07 - accuracy: 1.0000
2024-12-03 23:14:19.845873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 2.6337e-07 - accuracy: 1.0000
2024-12-03 23:14:20.142288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 2.5365e-07 - accuracy: 1.0000
2024-12-03 23:14:20.427751: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.0330 - accuracy: 0.9974    
2024-12-03 23:14:20.715288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.0304 - accuracy: 0.9976
2024-12-03 23:14:20.998557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.0398 - accuracy: 0.9955
2024-12-03 23:14:21.277458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.0766 - accuracy: 0.9917
2024-12-03 23:14:21.557034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.1018 - accuracy: 0.9902
2024-12-03 23:14:21.837121: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.1320 - accuracy: 0.9890
2024-12-03 23:14:22.124012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.1247 - accuracy: 0.9896
2024-12-03 23:14:22.406288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.1989 - accuracy: 0.9868
2024-12-03 23:14:22.704231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.2330 - accuracy: 0.9859
2024-12-03 23:14:22.993366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.2219 - accuracy: 0.9866
2024-12-03 23:14:23.280199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.2118 - accuracy: 0.9872
2024-12-03 23:14:23.566496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.2139 - accuracy: 0.9864
2024-12-03 23:14:23.847713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.2066 - accuracy: 0.9857
2024-12-03 23:14:24.129798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.2556 - accuracy: 0.9850
2024-12-03 23:14:24.410662: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.2487 - accuracy: 0.9844
2024-12-03 23:14:24.747499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.2986 - accuracy: 0.9815
2024-12-03 23:14:25.036346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3017 - accuracy: 0.9799
2024-12-03 23:14:25.322651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3075 - accuracy: 0.9795 
2024-12-03 23:14:25.608826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.2973 - accuracy: 0.9802
2024-12-03 23:14:25.886080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.2936 - accuracy: 0.9798
2024-12-03 23:14:26.166917: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3208 - accuracy: 0.9785
2024-12-03 23:14:26.456885: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3111 - accuracy: 0.9792
2024-12-03 23:14:26.743232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3019 - accuracy: 0.9798
2024-12-03 23:14:27.032527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.3130 - accuracy: 0.9795
2024-12-03 23:14:27.324826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3077 - accuracy: 0.9792
2024-12-03 23:14:27.603884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2994 - accuracy: 0.9797
2024-12-03 23:14:27.890600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2915 - accuracy: 0.9803
2024-12-03 23:14:28.177651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3118 - accuracy: 0.9800
2024-12-03 23:14:28.486683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3041 - accuracy: 0.9805
2024-12-03 23:14:28.774580: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3310 - accuracy: 0.9794
2024-12-03 23:14:29.063092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3425 - accuracy: 0.9792
2024-12-03 23:14:29.355086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3467 - accuracy: 0.9789
2024-12-03 23:14:29.656422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3388 - accuracy: 0.9794
2024-12-03 23:14:29.950946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3313 - accuracy: 0.9799
2024-12-03 23:14:30.242598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3612 - accuracy: 0.9796
2024-12-03 23:14:30.569973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3535 - accuracy: 0.9801
2024-12-03 23:14:30.854004: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3462 - accuracy: 0.9805
2024-12-03 23:14:31.141733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3439 - accuracy: 0.9802
2024-12-03 23:14:31.421990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3547 - accuracy: 0.9794
2024-12-03 23:14:31.706900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3489 - accuracy: 0.9792
2024-12-03 23:14:31.990015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3509 - accuracy: 0.9790
2024-12-03 23:14:32.337483: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3443 - accuracy: 0.9794
2024-12-03 23:14:32.615099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3379 - accuracy: 0.9797
2024-12-03 23:14:32.888843: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3318 - accuracy: 0.9801
2024-12-03 23:14:33.157700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3293 - accuracy: 0.9799
2024-12-03 23:14:33.428892: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3236 - accuracy: 0.9803
2024-12-03 23:14:33.706435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3252 - accuracy: 0.9801
2024-12-03 23:14:33.977376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3196 - accuracy: 0.9804
2024-12-03 23:14:34.266322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3143 - accuracy: 0.9807
2024-12-03 23:14:34.546784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3245 - accuracy: 0.9795
2024-12-03 23:14:34.839185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3928 - accuracy: 0.9790
2024-12-03 23:14:35.112289: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 411ms/step - loss: 0.3928 - accuracy: 0.9790 - val_loss: 0.6446 - val_accuracy: 0.9820
Epoch 28/50
2024-12-03 23:14:42.970385: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:14:43.292956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 2.0506e-06 - accuracy: 1.0000
2024-12-03 23:14:43.563899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 1.3683e-06 - accuracy: 1.0000
2024-12-03 23:14:43.846048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 1.0263e-06 - accuracy: 1.0000
2024-12-03 23:14:44.138734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.0563 - accuracy: 0.9937    
2024-12-03 23:14:44.437330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.1059 - accuracy: 0.9896
2024-12-03 23:14:44.737144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.1863 - accuracy: 0.9866
2024-12-03 23:14:45.102020: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.1634 - accuracy: 0.9883
2024-12-03 23:14:45.402602: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.1452 - accuracy: 0.9896
2024-12-03 23:14:45.707269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.1307 - accuracy: 0.9906
2024-12-03 23:14:46.000285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.1188 - accuracy: 0.9915
2024-12-03 23:14:46.288077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.1226 - accuracy: 0.9896
2024-12-03 23:14:46.611100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.1132 - accuracy: 0.9904
2024-12-03 23:14:46.893203: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.1051 - accuracy: 0.9911
2024-12-03 23:14:47.171281: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.0981 - accuracy: 0.9917
2024-12-03 23:14:47.458301: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.0920 - accuracy: 0.9922
2024-12-03 23:14:47.734689: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.0879 - accuracy: 0.9908
2024-12-03 23:14:48.020139: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.0830 - accuracy: 0.9913
2024-12-03 23:14:48.304863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.0786 - accuracy: 0.9918
2024-12-03 23:14:48.592286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.0747 - accuracy: 0.9922
2024-12-03 23:14:48.891313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.2069 - accuracy: 0.9896
2024-12-03 23:14:49.181714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.1975 - accuracy: 0.9901
2024-12-03 23:14:49.469617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.1967 - accuracy: 0.9891
2024-12-03 23:14:49.778017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.1885 - accuracy: 0.9896
2024-12-03 23:14:50.081486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.1810 - accuracy: 0.9900
2024-12-03 23:14:50.368970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.1740 - accuracy: 0.9904
2024-12-03 23:14:50.657645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.1676 - accuracy: 0.9907
2024-12-03 23:14:50.942033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.1895 - accuracy: 0.9900
2024-12-03 23:14:51.224877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.1972 - accuracy: 0.9892
2024-12-03 23:14:51.549347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.1907 - accuracy: 0.9896 
2024-12-03 23:14:51.833673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.1845 - accuracy: 0.9899
2024-12-03 23:14:52.120423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.1788 - accuracy: 0.9902
2024-12-03 23:14:52.407359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.1733 - accuracy: 0.9905
2024-12-03 23:14:52.687434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.1682 - accuracy: 0.9908
2024-12-03 23:14:52.993214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2295 - accuracy: 0.9893
2024-12-03 23:14:53.289547: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.2370 - accuracy: 0.9878
2024-12-03 23:14:53.576450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2306 - accuracy: 0.9882
2024-12-03 23:14:53.858740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2245 - accuracy: 0.9885
2024-12-03 23:14:54.139927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.2188 - accuracy: 0.9888
2024-12-03 23:14:54.426660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.2133 - accuracy: 0.9891
2024-12-03 23:14:54.740565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2082 - accuracy: 0.9893
2024-12-03 23:14:55.038770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.2032 - accuracy: 0.9896
2024-12-03 23:14:55.332422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.1985 - accuracy: 0.9898
2024-12-03 23:14:55.616506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.2102 - accuracy: 0.9893
2024-12-03 23:14:55.903800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2135 - accuracy: 0.9889
2024-12-03 23:14:56.194811: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.2088 - accuracy: 0.9891
2024-12-03 23:14:56.504713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.2083 - accuracy: 0.9887
2024-12-03 23:14:56.801025: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.2182 - accuracy: 0.9883
2024-12-03 23:14:57.091559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2247 - accuracy: 0.9879
2024-12-03 23:14:57.366234: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2321 - accuracy: 0.9875
2024-12-03 23:14:57.643167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2276 - accuracy: 0.9877
2024-12-03 23:14:57.927007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2232 - accuracy: 0.9880
2024-12-03 23:14:58.215343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2733 - accuracy: 0.9864
2024-12-03 23:14:58.500766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2705 - accuracy: 0.9855
2024-12-03 23:14:58.780479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2656 - accuracy: 0.9858
2024-12-03 23:14:59.063489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2663 - accuracy: 0.9855
2024-12-03 23:14:59.353926: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2713 - accuracy: 0.9852
2024-12-03 23:14:59.634162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2674 - accuracy: 0.9849
2024-12-03 23:14:59.910410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2660 - accuracy: 0.9846
2024-12-03 23:15:00.204888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2615 - accuracy: 0.9849
2024-12-03 23:15:00.487928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2572 - accuracy: 0.9851
2024-12-03 23:15:00.763781: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2511 - accuracy: 0.9855
2024-12-03 23:15:01.042038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
INFO:tensorflow:Assets written to: ./models/feature_extraction_with_data_augmentation/assets
63/63 [==============================] - 28s 445ms/step - loss: 0.2511 - accuracy: 0.9855 - val_loss: 0.5689 - val_accuracy: 0.9850
Epoch 29/50
2024-12-03 23:15:10.865758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 1.0279 - accuracy: 0.9688
2024-12-03 23:15:11.181998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 13s - loss: 0.5680 - accuracy: 0.9688
2024-12-03 23:15:11.409763: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 13s - loss: 0.6731 - accuracy: 0.9688
2024-12-03 23:15:11.644726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 13s - loss: 0.5048 - accuracy: 0.9766
2024-12-03 23:15:11.884419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 13s - loss: 0.4039 - accuracy: 0.9812
2024-12-03 23:15:12.126125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 0.3366 - accuracy: 0.9844
2024-12-03 23:15:12.419922: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 13s - loss: 0.2886 - accuracy: 0.9866
2024-12-03 23:15:12.674516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.2525 - accuracy: 0.9883
2024-12-03 23:15:12.949896: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 14s - loss: 0.4154 - accuracy: 0.9826
2024-12-03 23:15:13.258451: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 14s - loss: 0.3739 - accuracy: 0.9844
2024-12-03 23:15:13.607494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 14s - loss: 0.3399 - accuracy: 0.9858
2024-12-03 23:15:14.038063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.3253 - accuracy: 0.9844
2024-12-03 23:15:14.401967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.3669 - accuracy: 0.9832
2024-12-03 23:15:14.746633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.3407 - accuracy: 0.9844
2024-12-03 23:15:15.072044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.3180 - accuracy: 0.9854
2024-12-03 23:15:15.372813: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 14s - loss: 0.2981 - accuracy: 0.9863
2024-12-03 23:15:15.661452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.3053 - accuracy: 0.9853
2024-12-03 23:15:15.956725: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.2884 - accuracy: 0.9861
2024-12-03 23:15:16.232060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 13s - loss: 0.2732 - accuracy: 0.9868
2024-12-03 23:15:16.507276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.2595 - accuracy: 0.9875
2024-12-03 23:15:16.780423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.2663 - accuracy: 0.9866
2024-12-03 23:15:17.060208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.2899 - accuracy: 0.9844
2024-12-03 23:15:17.332936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.2773 - accuracy: 0.9851
2024-12-03 23:15:17.626967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.2666 - accuracy: 0.9857
2024-12-03 23:15:17.914358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.2560 - accuracy: 0.9862
2024-12-03 23:15:18.203226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.2461 - accuracy: 0.9868
2024-12-03 23:15:18.491550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.2503 - accuracy: 0.9861
2024-12-03 23:15:18.778899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.2414 - accuracy: 0.9866
2024-12-03 23:15:19.069533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.2331 - accuracy: 0.9871 
2024-12-03 23:15:19.404200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.2798 - accuracy: 0.9865
2024-12-03 23:15:19.697539: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.2707 - accuracy: 0.9869
2024-12-03 23:15:19.983806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.3125 - accuracy: 0.9863
2024-12-03 23:15:20.266518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3030 - accuracy: 0.9867
2024-12-03 23:15:20.543375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3428 - accuracy: 0.9862
2024-12-03 23:15:20.826470: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.3330 - accuracy: 0.9866
2024-12-03 23:15:21.151607: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3237 - accuracy: 0.9870
2024-12-03 23:15:21.435295: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.3150 - accuracy: 0.9873
2024-12-03 23:15:21.723417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.3089 - accuracy: 0.9868
2024-12-03 23:15:22.008193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.3235 - accuracy: 0.9864
2024-12-03 23:15:22.297724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3155 - accuracy: 0.9867
2024-12-03 23:15:22.586152: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3148 - accuracy: 0.9863
2024-12-03 23:15:22.939084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3073 - accuracy: 0.9866
2024-12-03 23:15:23.227540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3212 - accuracy: 0.9855
2024-12-03 23:15:23.513397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3398 - accuracy: 0.9851
2024-12-03 23:15:23.807900: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3322 - accuracy: 0.9854
2024-12-03 23:15:24.096052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3278 - accuracy: 0.9851
2024-12-03 23:15:24.382391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3209 - accuracy: 0.9854
2024-12-03 23:15:24.663695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3142 - accuracy: 0.9857
2024-12-03 23:15:24.968371: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3258 - accuracy: 0.9853
2024-12-03 23:15:25.262972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3307 - accuracy: 0.9850
2024-12-03 23:15:25.554651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3674 - accuracy: 0.9835
2024-12-03 23:15:25.841755: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3604 - accuracy: 0.9838
2024-12-03 23:15:26.126361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3536 - accuracy: 0.9841
2024-12-03 23:15:26.452304: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3470 - accuracy: 0.9844
2024-12-03 23:15:26.729485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3896 - accuracy: 0.9835
2024-12-03 23:15:27.011388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3827 - accuracy: 0.9838
2024-12-03 23:15:27.295986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3760 - accuracy: 0.9841
2024-12-03 23:15:27.577355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3695 - accuracy: 0.9844
2024-12-03 23:15:27.854377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3632 - accuracy: 0.9846
2024-12-03 23:15:28.130894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3589 - accuracy: 0.9844
2024-12-03 23:15:28.413983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3532 - accuracy: 0.9846
2024-12-03 23:15:28.696997: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3525 - accuracy: 0.9845
2024-12-03 23:15:28.976014: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 415ms/step - loss: 0.3525 - accuracy: 0.9845 - val_loss: 0.8606 - val_accuracy: 0.9790
Epoch 30/50
2024-12-03 23:15:36.887597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 1.2282 - accuracy: 0.9375
2024-12-03 23:15:37.216081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.6141 - accuracy: 0.9688
2024-12-03 23:15:37.485103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.4403 - accuracy: 0.9688
2024-12-03 23:15:37.764760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.3536 - accuracy: 0.9688
2024-12-03 23:15:38.052495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.5088 - accuracy: 0.9688
2024-12-03 23:15:38.348872: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.4240 - accuracy: 0.9740
2024-12-03 23:15:38.649310: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.3634 - accuracy: 0.9777
2024-12-03 23:15:38.967460: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.3180 - accuracy: 0.9805
2024-12-03 23:15:39.284175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.2827 - accuracy: 0.9826
2024-12-03 23:15:39.588238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.2544 - accuracy: 0.9844
2024-12-03 23:15:39.885462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.2313 - accuracy: 0.9858
2024-12-03 23:15:40.179441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.2130 - accuracy: 0.9870
2024-12-03 23:15:40.466164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.1966 - accuracy: 0.9880
2024-12-03 23:15:40.748108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.1838 - accuracy: 0.9888
2024-12-03 23:15:41.076718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.1716 - accuracy: 0.9896
2024-12-03 23:15:41.352307: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.1982 - accuracy: 0.9863
2024-12-03 23:15:41.629795: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.1865 - accuracy: 0.9871
2024-12-03 23:15:41.908907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.1977 - accuracy: 0.9861
2024-12-03 23:15:42.178676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.2204 - accuracy: 0.9852
2024-12-03 23:15:42.460198: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.2094 - accuracy: 0.9859
2024-12-03 23:15:42.787268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.1994 - accuracy: 0.9866
2024-12-03 23:15:43.067340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.1904 - accuracy: 0.9872
2024-12-03 23:15:43.350887: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.1821 - accuracy: 0.9878
2024-12-03 23:15:43.632628: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.1755 - accuracy: 0.9870
2024-12-03 23:15:43.919109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.1685 - accuracy: 0.9875
2024-12-03 23:15:44.237007: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.1841 - accuracy: 0.9868
2024-12-03 23:15:44.539786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.1774 - accuracy: 0.9873
2024-12-03 23:15:44.826034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.1710 - accuracy: 0.9877
2024-12-03 23:15:45.108773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.1849 - accuracy: 0.9871 
2024-12-03 23:15:45.395936: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.1823 - accuracy: 0.9865
2024-12-03 23:15:45.684357: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.2111 - accuracy: 0.9859
2024-12-03 23:15:46.003365: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.2304 - accuracy: 0.9854
2024-12-03 23:15:46.296915: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.2234 - accuracy: 0.9858
2024-12-03 23:15:46.584671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.2347 - accuracy: 0.9853
2024-12-03 23:15:46.878373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2280 - accuracy: 0.9857
2024-12-03 23:15:47.166219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.2217 - accuracy: 0.9861
2024-12-03 23:15:47.452643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2157 - accuracy: 0.9865
2024-12-03 23:15:47.775485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2100 - accuracy: 0.9868
2024-12-03 23:15:48.073037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.2107 - accuracy: 0.9864
2024-12-03 23:15:48.358063: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.2054 - accuracy: 0.9867
2024-12-03 23:15:48.642927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2004 - accuracy: 0.9870
2024-12-03 23:15:48.925219: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.1956 - accuracy: 0.9874
2024-12-03 23:15:49.206959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.2509 - accuracy: 0.9862
2024-12-03 23:15:49.522613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.2452 - accuracy: 0.9865
2024-12-03 23:15:49.828362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2922 - accuracy: 0.9854
2024-12-03 23:15:50.116193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3243 - accuracy: 0.9837
2024-12-03 23:15:50.409033: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3174 - accuracy: 0.9840
2024-12-03 23:15:50.698614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3124 - accuracy: 0.9831
2024-12-03 23:15:50.988166: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3262 - accuracy: 0.9828
2024-12-03 23:15:51.315355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3484 - accuracy: 0.9819
2024-12-03 23:15:51.616119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3501 - accuracy: 0.9810
2024-12-03 23:15:51.902693: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3434 - accuracy: 0.9814
2024-12-03 23:15:52.193306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3369 - accuracy: 0.9817
2024-12-03 23:15:52.470137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3310 - accuracy: 0.9821
2024-12-03 23:15:52.742562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3460 - accuracy: 0.9818
2024-12-03 23:15:53.051562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3398 - accuracy: 0.9821
2024-12-03 23:15:53.337739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3540 - accuracy: 0.9814
2024-12-03 23:15:53.619637: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3479 - accuracy: 0.9817
2024-12-03 23:15:53.899066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3604 - accuracy: 0.9815
2024-12-03 23:15:54.176764: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3761 - accuracy: 0.9812
2024-12-03 23:15:54.463043: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3699 - accuracy: 0.9816
2024-12-03 23:15:54.771507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3635 - accuracy: 0.9815
2024-12-03 23:15:55.061362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 415ms/step - loss: 0.3635 - accuracy: 0.9815 - val_loss: 0.7926 - val_accuracy: 0.9740
Epoch 31/50
2024-12-03 23:16:02.938840: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 3.7623 - accuracy: 0.9375
2024-12-03 23:16:03.276300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 2.2015 - accuracy: 0.9219
2024-12-03 23:16:03.548416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 1.4677 - accuracy: 0.9479
2024-12-03 23:16:03.828647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 1.2515 - accuracy: 0.9531
2024-12-03 23:16:04.113084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 1.0041 - accuracy: 0.9625
2024-12-03 23:16:04.408233: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.8367 - accuracy: 0.9688
2024-12-03 23:16:04.701606: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.7172 - accuracy: 0.9732
2024-12-03 23:16:05.068904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.6276 - accuracy: 0.9766
2024-12-03 23:16:05.370286: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.6313 - accuracy: 0.9757
2024-12-03 23:16:05.667120: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.5695 - accuracy: 0.9781
2024-12-03 23:16:05.960050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.5177 - accuracy: 0.9801
2024-12-03 23:16:06.246060: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.5204 - accuracy: 0.9792
2024-12-03 23:16:06.581156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.5705 - accuracy: 0.9784
2024-12-03 23:16:06.865332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.5297 - accuracy: 0.9799
2024-12-03 23:16:07.152642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.5457 - accuracy: 0.9771
2024-12-03 23:16:07.438875: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.5282 - accuracy: 0.9766
2024-12-03 23:16:07.742572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4971 - accuracy: 0.9779
2024-12-03 23:16:08.028206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.4695 - accuracy: 0.9792
2024-12-03 23:16:08.302091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.4448 - accuracy: 0.9803
2024-12-03 23:16:08.575919: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.4225 - accuracy: 0.9812
2024-12-03 23:16:08.855766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.4024 - accuracy: 0.9821
2024-12-03 23:16:09.131018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.3841 - accuracy: 0.9830
2024-12-03 23:16:09.449486: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4689 - accuracy: 0.9810
2024-12-03 23:16:09.735306: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4494 - accuracy: 0.9818
2024-12-03 23:16:10.020597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.5341 - accuracy: 0.9775
2024-12-03 23:16:10.303407: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5769 - accuracy: 0.9760
2024-12-03 23:16:10.584057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.6188 - accuracy: 0.9745
2024-12-03 23:16:10.866150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.5967 - accuracy: 0.9754
2024-12-03 23:16:11.176044: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.5762 - accuracy: 0.9763 
2024-12-03 23:16:11.475563: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.5666 - accuracy: 0.9760
2024-12-03 23:16:11.755201: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.5733 - accuracy: 0.9758
2024-12-03 23:16:12.038714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.5554 - accuracy: 0.9766
2024-12-03 23:16:12.314009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.6334 - accuracy: 0.9735
2024-12-03 23:16:12.591391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.6203 - accuracy: 0.9733
2024-12-03 23:16:12.874691: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.6161 - accuracy: 0.9732
2024-12-03 23:16:13.167259: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.5990 - accuracy: 0.9740
2024-12-03 23:16:13.456784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.5828 - accuracy: 0.9747
2024-12-03 23:16:13.742269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.5674 - accuracy: 0.9753
2024-12-03 23:16:14.020971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.5529 - accuracy: 0.9760
2024-12-03 23:16:14.308197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.5533 - accuracy: 0.9758
2024-12-03 23:16:14.634053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.5398 - accuracy: 0.9764
2024-12-03 23:16:14.934504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.5312 - accuracy: 0.9754
2024-12-03 23:16:15.220825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.5189 - accuracy: 0.9760
2024-12-03 23:16:15.503523: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.5071 - accuracy: 0.9766
2024-12-03 23:16:15.788832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.4968 - accuracy: 0.9764
2024-12-03 23:16:16.074444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4895 - accuracy: 0.9762
2024-12-03 23:16:16.398752: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4791 - accuracy: 0.9767
2024-12-03 23:16:16.689037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.4691 - accuracy: 0.9772
2024-12-03 23:16:16.972179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.4595 - accuracy: 0.9777
2024-12-03 23:16:17.248857: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4556 - accuracy: 0.9769
2024-12-03 23:16:17.528980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4467 - accuracy: 0.9773
2024-12-03 23:16:17.804345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.4381 - accuracy: 0.9778
2024-12-03 23:16:18.107235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4370 - accuracy: 0.9776
2024-12-03 23:16:18.404432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4289 - accuracy: 0.9780
2024-12-03 23:16:18.678972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.4211 - accuracy: 0.9784
2024-12-03 23:16:18.952634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.4136 - accuracy: 0.9788
2024-12-03 23:16:19.220498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4063 - accuracy: 0.9792
2024-12-03 23:16:19.490038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3993 - accuracy: 0.9795
2024-12-03 23:16:19.790673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.4115 - accuracy: 0.9793
2024-12-03 23:16:20.070596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4047 - accuracy: 0.9797
2024-12-03 23:16:20.345905: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3980 - accuracy: 0.9800
2024-12-03 23:16:20.624411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3943 - accuracy: 0.9800
2024-12-03 23:16:20.898323: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 410ms/step - loss: 0.3943 - accuracy: 0.9800 - val_loss: 0.5850 - val_accuracy: 0.9830
Epoch 32/50
2024-12-03 23:16:28.707499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:16:29.039772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 2.2352e-08 - accuracy: 1.0000
2024-12-03 23:16:29.300909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.4901e-08 - accuracy: 1.0000
2024-12-03 23:16:29.571817: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 1.1176e-08 - accuracy: 1.0000
2024-12-03 23:16:29.851583: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 3.6508e-08 - accuracy: 1.0000
2024-12-03 23:16:30.141030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 3.0423e-08 - accuracy: 1.0000
2024-12-03 23:16:30.436632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.0329 - accuracy: 0.9955    
2024-12-03 23:16:30.788949: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.0647 - accuracy: 0.9922
2024-12-03 23:16:31.092207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.0575 - accuracy: 0.9931
2024-12-03 23:16:31.380675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.1128 - accuracy: 0.9906
2024-12-03 23:16:31.671360: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.1026 - accuracy: 0.9915
2024-12-03 23:16:31.957122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.0940 - accuracy: 0.9922
2024-12-03 23:16:32.243316: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.0868 - accuracy: 0.9928
2024-12-03 23:16:32.523011: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.1404 - accuracy: 0.9911
2024-12-03 23:16:32.799869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.1320 - accuracy: 0.9917
2024-12-03 23:16:33.079372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.1237 - accuracy: 0.9922
2024-12-03 23:16:33.382051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.1165 - accuracy: 0.9926
2024-12-03 23:16:33.669276: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.1494 - accuracy: 0.9896
2024-12-03 23:16:33.948617: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.1416 - accuracy: 0.9901
2024-12-03 23:16:34.228439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.1345 - accuracy: 0.9906
2024-12-03 23:16:34.507972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.1285 - accuracy: 0.9911
2024-12-03 23:16:34.787108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.1227 - accuracy: 0.9915
2024-12-03 23:16:35.095495: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.1173 - accuracy: 0.9918
2024-12-03 23:16:35.388314: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.1125 - accuracy: 0.9922
2024-12-03 23:16:35.674132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.1080 - accuracy: 0.9925
2024-12-03 23:16:35.961119: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.1038 - accuracy: 0.9928
2024-12-03 23:16:36.241100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.1000 - accuracy: 0.9931
2024-12-03 23:16:36.521510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.1202 - accuracy: 0.9922
2024-12-03 23:16:36.823710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.1968 - accuracy: 0.9903 
2024-12-03 23:16:37.117971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.1903 - accuracy: 0.9906
2024-12-03 23:16:37.395232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.2112 - accuracy: 0.9899
2024-12-03 23:16:37.672543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.2046 - accuracy: 0.9902
2024-12-03 23:16:37.949300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.1984 - accuracy: 0.9905
2024-12-03 23:16:38.229137: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.1932 - accuracy: 0.9899
2024-12-03 23:16:38.538660: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2158 - accuracy: 0.9893
2024-12-03 23:16:38.826300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.2098 - accuracy: 0.9896
2024-12-03 23:16:39.103535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2041 - accuracy: 0.9899
2024-12-03 23:16:39.383665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.1987 - accuracy: 0.9901
2024-12-03 23:16:39.666291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.2483 - accuracy: 0.9896
2024-12-03 23:16:39.944427: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.2613 - accuracy: 0.9891
2024-12-03 23:16:40.227258: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2549 - accuracy: 0.9893
2024-12-03 23:16:40.574055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.2488 - accuracy: 0.9896
2024-12-03 23:16:40.861384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.2430 - accuracy: 0.9898
2024-12-03 23:16:41.149188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.2696 - accuracy: 0.9893
2024-12-03 23:16:41.440865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2636 - accuracy: 0.9896
2024-12-03 23:16:41.726902: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.2579 - accuracy: 0.9898
2024-12-03 23:16:42.003513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.2551 - accuracy: 0.9894
2024-12-03 23:16:42.341838: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.2498 - accuracy: 0.9896
2024-12-03 23:16:42.619895: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2454 - accuracy: 0.9892
2024-12-03 23:16:42.908241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2405 - accuracy: 0.9894
2024-12-03 23:16:43.188935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2358 - accuracy: 0.9896
2024-12-03 23:16:43.469015: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2313 - accuracy: 0.9898
2024-12-03 23:16:43.789579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2269 - accuracy: 0.9900
2024-12-03 23:16:44.083520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2287 - accuracy: 0.9896
2024-12-03 23:16:44.359434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2246 - accuracy: 0.9898
2024-12-03 23:16:44.635562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2206 - accuracy: 0.9900
2024-12-03 23:16:44.911480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2242 - accuracy: 0.9896
2024-12-03 23:16:45.192290: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2209 - accuracy: 0.9892
2024-12-03 23:16:45.500513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2172 - accuracy: 0.9894
2024-12-03 23:16:45.786002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2135 - accuracy: 0.9896
2024-12-03 23:16:46.065105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2100 - accuracy: 0.9898
2024-12-03 23:16:46.344907: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2050 - accuracy: 0.9900
2024-12-03 23:16:46.623713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 410ms/step - loss: 0.2050 - accuracy: 0.9900 - val_loss: 0.6249 - val_accuracy: 0.9860
Epoch 33/50
2024-12-03 23:16:54.468376: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:16:54.795724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:16:55.070909: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.4748 - accuracy: 0.9896    
2024-12-03 23:16:55.351168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.3561 - accuracy: 0.9922
2024-12-03 23:16:55.640673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.2849 - accuracy: 0.9937
2024-12-03 23:16:55.936646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.2374 - accuracy: 0.9948
2024-12-03 23:16:56.297726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.2084 - accuracy: 0.9911
2024-12-03 23:16:56.613285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.1824 - accuracy: 0.9922
2024-12-03 23:16:56.907533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.1621 - accuracy: 0.9931
2024-12-03 23:16:57.199704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.1459 - accuracy: 0.9937
2024-12-03 23:16:57.493937: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.1899 - accuracy: 0.9915
2024-12-03 23:16:57.780132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.2565 - accuracy: 0.9896
2024-12-03 23:16:58.068673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 15s - loss: 0.2434 - accuracy: 0.9880
2024-12-03 23:16:58.420647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.2260 - accuracy: 0.9888
2024-12-03 23:16:58.706526: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.2810 - accuracy: 0.9875
2024-12-03 23:16:58.989322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 14s - loss: 0.2836 - accuracy: 0.9863
2024-12-03 23:16:59.265889: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.2669 - accuracy: 0.9871
2024-12-03 23:16:59.543170: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.3001 - accuracy: 0.9861
2024-12-03 23:16:59.819070: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 13s - loss: 0.2843 - accuracy: 0.9868
2024-12-03 23:17:00.167729: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.2701 - accuracy: 0.9875
2024-12-03 23:17:00.448950: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.2626 - accuracy: 0.9866
2024-12-03 23:17:00.735424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.2848 - accuracy: 0.9844
2024-12-03 23:17:01.027022: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.3141 - accuracy: 0.9837
2024-12-03 23:17:01.310074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.3010 - accuracy: 0.9844
2024-12-03 23:17:01.591354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.2890 - accuracy: 0.9850
2024-12-03 23:17:01.940171: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 11s - loss: 0.2853 - accuracy: 0.9844
2024-12-03 23:17:02.231659: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.3605 - accuracy: 0.9815
2024-12-03 23:17:02.523783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3605 - accuracy: 0.9799
2024-12-03 23:17:02.808241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.3481 - accuracy: 0.9806
2024-12-03 23:17:03.093594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3443 - accuracy: 0.9802 
2024-12-03 23:17:03.379650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3332 - accuracy: 0.9808
2024-12-03 23:17:03.741772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.3228 - accuracy: 0.9814
2024-12-03 23:17:04.028091: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3130 - accuracy: 0.9820
2024-12-03 23:17:04.321002: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3038 - accuracy: 0.9825
2024-12-03 23:17:04.621835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2951 - accuracy: 0.9830
2024-12-03 23:17:04.916031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.2869 - accuracy: 0.9835
2024-12-03 23:17:05.222588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2792 - accuracy: 0.9840
2024-12-03 23:17:05.583645: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2719 - accuracy: 0.9844
2024-12-03 23:17:05.874191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.2649 - accuracy: 0.9848
2024-12-03 23:17:06.162841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.2583 - accuracy: 0.9852
2024-12-03 23:17:06.448991: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2520 - accuracy: 0.9855
2024-12-03 23:17:06.733040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.2460 - accuracy: 0.9859
2024-12-03 23:17:07.023113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.2402 - accuracy: 0.9862
2024-12-03 23:17:07.379035: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.2413 - accuracy: 0.9858
2024-12-03 23:17:07.671970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2489 - accuracy: 0.9854
2024-12-03 23:17:07.977263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2801 - accuracy: 0.9844
2024-12-03 23:17:08.258705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.2741 - accuracy: 0.9847
2024-12-03 23:17:08.543825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3016 - accuracy: 0.9844
2024-12-03 23:17:08.867175: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2955 - accuracy: 0.9847
2024-12-03 23:17:09.166941: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2896 - accuracy: 0.9850
2024-12-03 23:17:09.459468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2839 - accuracy: 0.9853
2024-12-03 23:17:09.749241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2784 - accuracy: 0.9856
2024-12-03 23:17:10.052903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2732 - accuracy: 0.9858
2024-12-03 23:17:10.339789: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2729 - accuracy: 0.9850
2024-12-03 23:17:10.642330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2680 - accuracy: 0.9852
2024-12-03 23:17:10.934275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2632 - accuracy: 0.9855
2024-12-03 23:17:11.215358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2656 - accuracy: 0.9852
2024-12-03 23:17:11.492882: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2775 - accuracy: 0.9849
2024-12-03 23:17:11.774012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2782 - accuracy: 0.9846
2024-12-03 23:17:12.052524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2736 - accuracy: 0.9849
2024-12-03 23:17:12.350426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2691 - accuracy: 0.9851
2024-12-03 23:17:12.643098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.2648 - accuracy: 0.9854
2024-12-03 23:17:12.935205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 27s 434ms/step - loss: 0.2626 - accuracy: 0.9855 - val_loss: 0.7479 - val_accuracy: 0.9840
Epoch 34/50
2024-12-03 23:17:21.685618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:17:22.026214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 7.3997e-05 - accuracy: 1.0000
2024-12-03 23:17:22.299677: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.1249 - accuracy: 0.9896    
2024-12-03 23:17:22.593641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 17s - loss: 0.0937 - accuracy: 0.9922
2024-12-03 23:17:22.893683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.0750 - accuracy: 0.9937
2024-12-03 23:17:23.194202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.0625 - accuracy: 0.9948
2024-12-03 23:17:23.504630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.1527 - accuracy: 0.9911
2024-12-03 23:17:23.845594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.4445 - accuracy: 0.9883
2024-12-03 23:17:24.225800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 17s - loss: 0.3951 - accuracy: 0.9896
2024-12-03 23:17:24.586683: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 17s - loss: 0.3556 - accuracy: 0.9906
2024-12-03 23:17:24.929444: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 16s - loss: 0.3233 - accuracy: 0.9915
2024-12-03 23:17:25.241671: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 16s - loss: 0.2964 - accuracy: 0.9922
2024-12-03 23:17:25.530770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 15s - loss: 0.3021 - accuracy: 0.9904
2024-12-03 23:17:25.848849: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 15s - loss: 0.2805 - accuracy: 0.9911
2024-12-03 23:17:26.152424: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 15s - loss: 0.2618 - accuracy: 0.9917
2024-12-03 23:17:26.430463: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 14s - loss: 0.2455 - accuracy: 0.9922
2024-12-03 23:17:26.708240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 14s - loss: 0.2311 - accuracy: 0.9926
2024-12-03 23:17:26.985209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.2182 - accuracy: 0.9931
2024-12-03 23:17:27.260865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 13s - loss: 0.2142 - accuracy: 0.9918
2024-12-03 23:17:27.574149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 13s - loss: 0.2035 - accuracy: 0.9922
2024-12-03 23:17:27.855232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.1938 - accuracy: 0.9926
2024-12-03 23:17:28.137453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.2715 - accuracy: 0.9915
2024-12-03 23:17:28.419100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 12s - loss: 0.2999 - accuracy: 0.9905
2024-12-03 23:17:28.713867: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.3296 - accuracy: 0.9896
2024-12-03 23:17:29.004346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.3164 - accuracy: 0.9900
2024-12-03 23:17:29.316157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 11s - loss: 0.3285 - accuracy: 0.9892
2024-12-03 23:17:29.631416: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.3291 - accuracy: 0.9884
2024-12-03 23:17:29.922189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3173 - accuracy: 0.9888
2024-12-03 23:17:30.208899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.3265 - accuracy: 0.9871
2024-12-03 23:17:30.496672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 11s - loss: 0.3703 - accuracy: 0.9854
2024-12-03 23:17:31.703332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 10s - loss: 0.3603 - accuracy: 0.9849
2024-12-03 23:17:32.004372: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 10s - loss: 0.3556 - accuracy: 0.9844
2024-12-03 23:17:32.278354: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.3448 - accuracy: 0.9848 
2024-12-03 23:17:32.537479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 9s - loss: 0.3711 - accuracy: 0.9835
2024-12-03 23:17:32.804616: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.3605 - accuracy: 0.9839
2024-12-03 23:17:33.072898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.3505 - accuracy: 0.9844
2024-12-03 23:17:33.340756: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.3486 - accuracy: 0.9840
2024-12-03 23:17:33.620696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.3394 - accuracy: 0.9844
2024-12-03 23:17:33.915042: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.3307 - accuracy: 0.9848
2024-12-03 23:17:34.207058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.3224 - accuracy: 0.9852
2024-12-03 23:17:34.500459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.3146 - accuracy: 0.9855
2024-12-03 23:17:34.796108: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3071 - accuracy: 0.9859
2024-12-03 23:17:35.152797: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2999 - accuracy: 0.9862
2024-12-03 23:17:35.444650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2931 - accuracy: 0.9865
2024-12-03 23:17:35.735783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2866 - accuracy: 0.9868
2024-12-03 23:17:36.010560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2804 - accuracy: 0.9871
2024-12-03 23:17:36.227458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2744 - accuracy: 0.9874
2024-12-03 23:17:36.453453: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.2687 - accuracy: 0.9876
2024-12-03 23:17:36.715506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2632 - accuracy: 0.9879
2024-12-03 23:17:36.924982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2691 - accuracy: 0.9875
2024-12-03 23:17:37.141473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2963 - accuracy: 0.9865
2024-12-03 23:17:37.365643: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2906 - accuracy: 0.9868
2024-12-03 23:17:37.596898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.3043 - accuracy: 0.9864
2024-12-03 23:17:37.867327: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3104 - accuracy: 0.9861
2024-12-03 23:17:38.088730: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3142 - accuracy: 0.9858
2024-12-03 23:17:38.301326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3086 - accuracy: 0.9860
2024-12-03 23:17:38.513613: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3031 - accuracy: 0.9863
2024-12-03 23:17:38.727381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3144 - accuracy: 0.9860
2024-12-03 23:17:38.940057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3091 - accuracy: 0.9862
2024-12-03 23:17:39.154317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3314 - accuracy: 0.9854
2024-12-03 23:17:39.367362: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3612 - accuracy: 0.9851
2024-12-03 23:17:39.580603: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3700 - accuracy: 0.9850
2024-12-03 23:17:39.793262: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 390ms/step - loss: 0.3700 - accuracy: 0.9850 - val_loss: 0.9962 - val_accuracy: 0.9760
Epoch 35/50
2024-12-03 23:17:46.230859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 18s - loss: 2.2352e-08 - accuracy: 1.0000
2024-12-03 23:17:46.536355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 14s - loss: 1.1176e-08 - accuracy: 1.0000
2024-12-03 23:17:46.770985: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 14s - loss: 0.0991 - accuracy: 0.9896    
2024-12-03 23:17:47.008946: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 14s - loss: 0.2689 - accuracy: 0.9766
2024-12-03 23:17:47.251934: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 14s - loss: 0.2152 - accuracy: 0.9812
2024-12-03 23:17:47.553184: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 14s - loss: 0.2117 - accuracy: 0.9792
2024-12-03 23:17:47.803565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 14s - loss: 0.2182 - accuracy: 0.9777
2024-12-03 23:17:48.049481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 13s - loss: 0.6155 - accuracy: 0.9766
2024-12-03 23:17:48.299196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 13s - loss: 0.7078 - accuracy: 0.9757
2024-12-03 23:17:48.553283: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 13s - loss: 0.6370 - accuracy: 0.9781
2024-12-03 23:17:48.811300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 13s - loss: 0.5791 - accuracy: 0.9801
2024-12-03 23:17:49.101173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 13s - loss: 0.5308 - accuracy: 0.9818
2024-12-03 23:17:49.386078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 13s - loss: 0.4900 - accuracy: 0.9832
2024-12-03 23:17:49.666321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 12s - loss: 0.4550 - accuracy: 0.9844
2024-12-03 23:17:49.946432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 12s - loss: 0.4247 - accuracy: 0.9854
2024-12-03 23:17:50.224667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 12s - loss: 0.4319 - accuracy: 0.9844
2024-12-03 23:17:50.497598: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 12s - loss: 0.4539 - accuracy: 0.9835
2024-12-03 23:17:50.790190: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 11s - loss: 0.4287 - accuracy: 0.9844
2024-12-03 23:17:51.069381: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 11s - loss: 0.4160 - accuracy: 0.9836
2024-12-03 23:17:51.332599: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 11s - loss: 0.3952 - accuracy: 0.9844
2024-12-03 23:17:51.592956: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 11s - loss: 0.3764 - accuracy: 0.9851
2024-12-03 23:17:51.853073: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 10s - loss: 0.3593 - accuracy: 0.9858
2024-12-03 23:17:52.113848: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 10s - loss: 0.3437 - accuracy: 0.9864
2024-12-03 23:17:52.410713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 10s - loss: 0.3477 - accuracy: 0.9857
2024-12-03 23:17:52.670545: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.3626 - accuracy: 0.9850
2024-12-03 23:17:52.932959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 9s - loss: 0.4589 - accuracy: 0.9820 
2024-12-03 23:17:53.190869: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 9s - loss: 0.4432 - accuracy: 0.9815
2024-12-03 23:17:53.460625: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.4273 - accuracy: 0.9821
2024-12-03 23:17:53.724935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.4126 - accuracy: 0.9828
2024-12-03 23:17:54.019879: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 8s - loss: 0.3988 - accuracy: 0.9833
2024-12-03 23:17:54.293321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 8s - loss: 0.3860 - accuracy: 0.9839
2024-12-03 23:17:54.555717: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.3895 - accuracy: 0.9834
2024-12-03 23:17:54.823636: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.3777 - accuracy: 0.9839
2024-12-03 23:17:55.093553: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 7s - loss: 0.3666 - accuracy: 0.9844
2024-12-03 23:17:55.362623: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 7s - loss: 0.3898 - accuracy: 0.9839
2024-12-03 23:17:55.658883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3790 - accuracy: 0.9844
2024-12-03 23:17:55.946297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 6s - loss: 0.3849 - accuracy: 0.9840
2024-12-03 23:17:56.214591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 6s - loss: 0.3931 - accuracy: 0.9836
2024-12-03 23:17:56.482655: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3830 - accuracy: 0.9840
2024-12-03 23:17:56.751530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3734 - accuracy: 0.9844
2024-12-03 23:17:57.016850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.3644 - accuracy: 0.9848
2024-12-03 23:17:57.332653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 5s - loss: 0.3721 - accuracy: 0.9844
2024-12-03 23:17:57.620845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.4178 - accuracy: 0.9833
2024-12-03 23:17:57.896983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.4513 - accuracy: 0.9822
2024-12-03 23:17:58.167339: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.4412 - accuracy: 0.9826
2024-12-03 23:17:58.440471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4323 - accuracy: 0.9823
2024-12-03 23:17:58.712490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4321 - accuracy: 0.9820
2024-12-03 23:17:59.028588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.4231 - accuracy: 0.9824
2024-12-03 23:17:59.306605: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.4145 - accuracy: 0.9828
2024-12-03 23:17:59.582585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4062 - accuracy: 0.9831
2024-12-03 23:17:59.855068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4196 - accuracy: 0.9828
2024-12-03 23:18:00.130284: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.4115 - accuracy: 0.9832
2024-12-03 23:18:00.407058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4051 - accuracy: 0.9829
2024-12-03 23:18:00.709292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3976 - accuracy: 0.9832
2024-12-03 23:18:00.992473: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3904 - accuracy: 0.9835
2024-12-03 23:18:01.269572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.3834 - accuracy: 0.9838
2024-12-03 23:18:01.544461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4026 - accuracy: 0.9836
2024-12-03 23:18:01.817500: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3957 - accuracy: 0.9838
2024-12-03 23:18:02.087825: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3890 - accuracy: 0.9841
2024-12-03 23:18:02.384076: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3825 - accuracy: 0.9844
2024-12-03 23:18:02.672220: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3765 - accuracy: 0.9846
2024-12-03 23:18:02.954255: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3776 - accuracy: 0.9845
2024-12-03 23:18:03.239344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 401ms/step - loss: 0.3776 - accuracy: 0.9845 - val_loss: 0.7359 - val_accuracy: 0.9810
Epoch 36/50
2024-12-03 23:18:11.400303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:18:11.745973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 17s - loss: 1.4715e-07 - accuracy: 1.0000
2024-12-03 23:18:12.028232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 17s - loss: 0.3131 - accuracy: 0.9896    
2024-12-03 23:18:12.329330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 17s - loss: 0.6999 - accuracy: 0.9766
2024-12-03 23:18:12.652253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 17s - loss: 0.5599 - accuracy: 0.9812
2024-12-03 23:18:12.971528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 17s - loss: 0.6195 - accuracy: 0.9792
2024-12-03 23:18:13.317510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 17s - loss: 0.5310 - accuracy: 0.9821
2024-12-03 23:18:13.673801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 17s - loss: 0.4647 - accuracy: 0.9844
2024-12-03 23:18:14.014338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 17s - loss: 0.4131 - accuracy: 0.9861
2024-12-03 23:18:14.342935: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 17s - loss: 0.4122 - accuracy: 0.9844
2024-12-03 23:18:14.668065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 16s - loss: 0.3747 - accuracy: 0.9858
2024-12-03 23:18:14.990525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 16s - loss: 0.3888 - accuracy: 0.9844
2024-12-03 23:18:15.308148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 16s - loss: 0.3589 - accuracy: 0.9856
2024-12-03 23:18:15.611364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 15s - loss: 0.3423 - accuracy: 0.9844
2024-12-03 23:18:15.922125: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 15s - loss: 0.3195 - accuracy: 0.9854
2024-12-03 23:18:16.227403: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 15s - loss: 0.3199 - accuracy: 0.9844
2024-12-03 23:18:16.540835: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 14s - loss: 0.3011 - accuracy: 0.9853
2024-12-03 23:18:16.863168: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 14s - loss: 0.3372 - accuracy: 0.9826
2024-12-03 23:18:17.185653: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 14s - loss: 0.3195 - accuracy: 0.9836
2024-12-03 23:18:17.490684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 13s - loss: 0.3035 - accuracy: 0.9844
2024-12-03 23:18:17.805383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 13s - loss: 0.2891 - accuracy: 0.9851
2024-12-03 23:18:18.122884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 13s - loss: 0.2759 - accuracy: 0.9858
2024-12-03 23:18:18.443533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 12s - loss: 0.3140 - accuracy: 0.9837
2024-12-03 23:18:18.781749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 12s - loss: 0.3009 - accuracy: 0.9844
2024-12-03 23:18:19.109654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 12s - loss: 0.3533 - accuracy: 0.9837
2024-12-03 23:18:19.432556: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 11s - loss: 0.3398 - accuracy: 0.9844
2024-12-03 23:18:19.750066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 11s - loss: 0.3516 - accuracy: 0.9838
2024-12-03 23:18:20.065695: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 11s - loss: 0.3391 - accuracy: 0.9844
2024-12-03 23:18:20.387450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.3401 - accuracy: 0.9828
2024-12-03 23:18:20.722810: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 10s - loss: 0.3288 - accuracy: 0.9833
2024-12-03 23:18:21.055570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 10s - loss: 0.3429 - accuracy: 0.9829
2024-12-03 23:18:21.381353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.3814 - accuracy: 0.9824 
2024-12-03 23:18:21.734030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.3801 - accuracy: 0.9820
2024-12-03 23:18:22.070461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 9s - loss: 0.3689 - accuracy: 0.9825
2024-12-03 23:18:22.390363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.3583 - accuracy: 0.9830
2024-12-03 23:18:22.712832: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.3484 - accuracy: 0.9835
2024-12-03 23:18:23.025992: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.3390 - accuracy: 0.9840
2024-12-03 23:18:23.333874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.3350 - accuracy: 0.9836
2024-12-03 23:18:23.665767: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.3298 - accuracy: 0.9832
2024-12-03 23:18:23.991962: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.3216 - accuracy: 0.9836
2024-12-03 23:18:24.314551: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.3137 - accuracy: 0.9840
2024-12-03 23:18:24.644883: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3062 - accuracy: 0.9844
2024-12-03 23:18:24.971562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2991 - accuracy: 0.9847
2024-12-03 23:18:25.308081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2923 - accuracy: 0.9851
2024-12-03 23:18:25.631224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2858 - accuracy: 0.9854
2024-12-03 23:18:25.977344: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2796 - accuracy: 0.9857
2024-12-03 23:18:26.297624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.3138 - accuracy: 0.9854
2024-12-03 23:18:26.625723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3073 - accuracy: 0.9857
2024-12-03 23:18:26.947973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3010 - accuracy: 0.9860
2024-12-03 23:18:27.264739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2950 - accuracy: 0.9862
2024-12-03 23:18:27.602196: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2892 - accuracy: 0.9865
2024-12-03 23:18:27.926294: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2851 - accuracy: 0.9862
2024-12-03 23:18:28.250567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.3474 - accuracy: 0.9841
2024-12-03 23:18:28.568559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4286 - accuracy: 0.9832
2024-12-03 23:18:28.879682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.4229 - accuracy: 0.9830
2024-12-03 23:18:29.206157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.4153 - accuracy: 0.9833
2024-12-03 23:18:29.526560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.4237 - accuracy: 0.9830
2024-12-03 23:18:29.860574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.4164 - accuracy: 0.9833
2024-12-03 23:18:30.176975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.4093 - accuracy: 0.9836
2024-12-03 23:18:30.489970: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.4025 - accuracy: 0.9839
2024-12-03 23:18:30.805570: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.4039 - accuracy: 0.9836
2024-12-03 23:18:31.129988: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4066 - accuracy: 0.9830
2024-12-03 23:18:31.454873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 29s 457ms/step - loss: 0.4066 - accuracy: 0.9830 - val_loss: 0.6356 - val_accuracy: 0.9850
Epoch 37/50
2024-12-03 23:18:40.097601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 21s - loss: 0.0081 - accuracy: 1.0000
2024-12-03 23:18:40.447507: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 17s - loss: 0.0041 - accuracy: 1.0000
2024-12-03 23:18:40.732886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 17s - loss: 0.0479 - accuracy: 0.9896
2024-12-03 23:18:41.035275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 17s - loss: 0.0455 - accuracy: 0.9844
2024-12-03 23:18:41.359133: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 17s - loss: 0.0364 - accuracy: 0.9875
2024-12-03 23:18:41.692193: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 18s - loss: 0.0744 - accuracy: 0.9844
2024-12-03 23:18:42.107559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 18s - loss: 0.1300 - accuracy: 0.9821
2024-12-03 23:18:42.451531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 18s - loss: 0.1138 - accuracy: 0.9844
2024-12-03 23:18:42.771202: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 17s - loss: 0.1011 - accuracy: 0.9861
2024-12-03 23:18:43.084566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 17s - loss: 0.0910 - accuracy: 0.9875
2024-12-03 23:18:43.456515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 17s - loss: 0.0930 - accuracy: 0.9858
2024-12-03 23:18:43.775614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 16s - loss: 0.2436 - accuracy: 0.9844
2024-12-03 23:18:44.074462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 16s - loss: 0.2249 - accuracy: 0.9856
2024-12-03 23:18:44.378405: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 15s - loss: 0.2877 - accuracy: 0.9821
2024-12-03 23:18:44.678593: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 15s - loss: 0.2810 - accuracy: 0.9812
2024-12-03 23:18:44.979800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 15s - loss: 0.2635 - accuracy: 0.9824
2024-12-03 23:18:45.342112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 14s - loss: 0.2838 - accuracy: 0.9816
2024-12-03 23:18:45.641921: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 14s - loss: 0.4131 - accuracy: 0.9792
2024-12-03 23:18:45.955082: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 14s - loss: 0.3928 - accuracy: 0.9786
2024-12-03 23:18:46.263200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 13s - loss: 0.4469 - accuracy: 0.9766
2024-12-03 23:18:46.565647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 13s - loss: 0.4256 - accuracy: 0.9777
2024-12-03 23:18:46.939975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 13s - loss: 0.4063 - accuracy: 0.9787
2024-12-03 23:18:47.241761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 12s - loss: 0.3886 - accuracy: 0.9796
2024-12-03 23:18:47.546083: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 12s - loss: 0.3724 - accuracy: 0.9805
2024-12-03 23:18:47.851713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 12s - loss: 0.3575 - accuracy: 0.9812
2024-12-03 23:18:48.156697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 11s - loss: 0.3438 - accuracy: 0.9820
2024-12-03 23:18:48.531850: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 11s - loss: 0.3311 - accuracy: 0.9826
2024-12-03 23:18:48.831588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 11s - loss: 0.3192 - accuracy: 0.9833
2024-12-03 23:18:49.129783: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.3082 - accuracy: 0.9838
2024-12-03 23:18:49.430348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 10s - loss: 0.3046 - accuracy: 0.9833
2024-12-03 23:18:49.777092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 10s - loss: 0.2976 - accuracy: 0.9829
2024-12-03 23:18:50.092268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.3032 - accuracy: 0.9824 
2024-12-03 23:18:50.398912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.3008 - accuracy: 0.9820
2024-12-03 23:18:50.697760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 9s - loss: 0.2921 - accuracy: 0.9825
2024-12-03 23:18:50.996017: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2837 - accuracy: 0.9830
2024-12-03 23:18:51.299292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.2758 - accuracy: 0.9835
2024-12-03 23:18:51.619337: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.2684 - accuracy: 0.9840
2024-12-03 23:18:51.937588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2957 - accuracy: 0.9836
2024-12-03 23:18:52.234826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.2882 - accuracy: 0.9840
2024-12-03 23:18:52.535630: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.2809 - accuracy: 0.9844
2024-12-03 23:18:52.835363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2741 - accuracy: 0.9848
2024-12-03 23:18:53.135293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.2676 - accuracy: 0.9851
2024-12-03 23:18:53.472855: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2613 - accuracy: 0.9855
2024-12-03 23:18:53.775733: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2679 - accuracy: 0.9844
2024-12-03 23:18:54.092110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2620 - accuracy: 0.9847
2024-12-03 23:18:54.402535: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2660 - accuracy: 0.9844
2024-12-03 23:18:54.698888: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2603 - accuracy: 0.9847
2024-12-03 23:18:55.067419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.2551 - accuracy: 0.9850
2024-12-03 23:18:55.365021: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2499 - accuracy: 0.9853
2024-12-03 23:18:55.656981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2449 - accuracy: 0.9856
2024-12-03 23:18:55.952034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2401 - accuracy: 0.9859
2024-12-03 23:18:56.241494: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2355 - accuracy: 0.9862
2024-12-03 23:18:56.610144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.2358 - accuracy: 0.9858
2024-12-03 23:18:56.903859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2362 - accuracy: 0.9855
2024-12-03 23:18:57.196181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2319 - accuracy: 0.9858
2024-12-03 23:18:57.482722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2586 - accuracy: 0.9855
2024-12-03 23:18:57.764601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2541 - accuracy: 0.9857
2024-12-03 23:18:58.113149: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2608 - accuracy: 0.9855
2024-12-03 23:18:58.395690: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2866 - accuracy: 0.9852
2024-12-03 23:18:58.684635: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2818 - accuracy: 0.9854
2024-12-03 23:18:58.974089: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2772 - accuracy: 0.9857
2024-12-03 23:18:59.267594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2733 - accuracy: 0.9855
2024-12-03 23:18:59.609582: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 27s 438ms/step - loss: 0.2733 - accuracy: 0.9855 - val_loss: 1.2377 - val_accuracy: 0.9740
Epoch 38/50
2024-12-03 23:19:07.593705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 20s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:19:07.918873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.4904 - accuracy: 0.9688    
2024-12-03 23:19:08.186886: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.3269 - accuracy: 0.9792
2024-12-03 23:19:08.474513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.3599 - accuracy: 0.9766
2024-12-03 23:19:08.769511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.6625 - accuracy: 0.9625
2024-12-03 23:19:09.072954: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 17s - loss: 0.5592 - accuracy: 0.9635
2024-12-03 23:19:09.470818: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 17s - loss: 0.4793 - accuracy: 0.9688
2024-12-03 23:19:09.773557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 17s - loss: 0.4194 - accuracy: 0.9727
2024-12-03 23:19:10.089136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.3728 - accuracy: 0.9757
2024-12-03 23:19:10.388159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 16s - loss: 0.3355 - accuracy: 0.9781
2024-12-03 23:19:10.678336: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 16s - loss: 0.3050 - accuracy: 0.9801
2024-12-03 23:19:11.040068: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.2854 - accuracy: 0.9766
2024-12-03 23:19:11.320609: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 15s - loss: 0.2635 - accuracy: 0.9784
2024-12-03 23:19:11.596682: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.2447 - accuracy: 0.9799
2024-12-03 23:19:11.875207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.2283 - accuracy: 0.9812
2024-12-03 23:19:12.152555: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 14s - loss: 0.2932 - accuracy: 0.9805
2024-12-03 23:19:12.483646: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.2759 - accuracy: 0.9816
2024-12-03 23:19:12.766826: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.3227 - accuracy: 0.9809
2024-12-03 23:19:13.049932: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 13s - loss: 0.3057 - accuracy: 0.9819
2024-12-03 23:19:13.334299: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.2904 - accuracy: 0.9828
2024-12-03 23:19:13.620264: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.3340 - accuracy: 0.9821
2024-12-03 23:19:13.967938: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.3188 - accuracy: 0.9830
2024-12-03 23:19:14.253030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 12s - loss: 0.3049 - accuracy: 0.9837
2024-12-03 23:19:14.540594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.2922 - accuracy: 0.9844
2024-12-03 23:19:14.832426: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.2805 - accuracy: 0.9850
2024-12-03 23:19:15.174155: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 11s - loss: 0.2902 - accuracy: 0.9844
2024-12-03 23:19:15.480402: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.2795 - accuracy: 0.9850
2024-12-03 23:19:15.767874: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.3064 - accuracy: 0.9844
2024-12-03 23:19:16.049422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.2959 - accuracy: 0.9849
2024-12-03 23:19:16.338845: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3064 - accuracy: 0.9844 
2024-12-03 23:19:16.628008: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.2965 - accuracy: 0.9849
2024-12-03 23:19:16.945706: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.2872 - accuracy: 0.9854
2024-12-03 23:19:17.241806: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.2785 - accuracy: 0.9858
2024-12-03 23:19:17.525533: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.2703 - accuracy: 0.9862
2024-12-03 23:19:17.808085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.2626 - accuracy: 0.9866
2024-12-03 23:19:18.092765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.2553 - accuracy: 0.9870
2024-12-03 23:19:18.376282: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.2484 - accuracy: 0.9873
2024-12-03 23:19:18.666624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.2419 - accuracy: 0.9877
2024-12-03 23:19:18.962485: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 7s - loss: 0.2357 - accuracy: 0.9880
2024-12-03 23:19:19.255269: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.2298 - accuracy: 0.9883
2024-12-03 23:19:19.536340: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.2242 - accuracy: 0.9886
2024-12-03 23:19:19.864501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.2189 - accuracy: 0.9888
2024-12-03 23:19:20.158436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.2138 - accuracy: 0.9891
2024-12-03 23:19:20.467515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.2089 - accuracy: 0.9893
2024-12-03 23:19:20.780173: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.2161 - accuracy: 0.9889
2024-12-03 23:19:21.071147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2165 - accuracy: 0.9885
2024-12-03 23:19:21.376503: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.2276 - accuracy: 0.9874
2024-12-03 23:19:21.677550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.2386 - accuracy: 0.9870
2024-12-03 23:19:21.963544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2337 - accuracy: 0.9872
2024-12-03 23:19:22.248897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.2290 - accuracy: 0.9875
2024-12-03 23:19:22.531871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.2245 - accuracy: 0.9877
2024-12-03 23:19:22.818651: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2202 - accuracy: 0.9880
2024-12-03 23:19:23.117663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.2408 - accuracy: 0.9876
2024-12-03 23:19:23.413489: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.2364 - accuracy: 0.9878
2024-12-03 23:19:23.698031: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2321 - accuracy: 0.9881
2024-12-03 23:19:23.976226: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2279 - accuracy: 0.9883
2024-12-03 23:19:24.256530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.2260 - accuracy: 0.9879
2024-12-03 23:19:24.531700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2222 - accuracy: 0.9881
2024-12-03 23:19:24.826353: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2184 - accuracy: 0.9883
2024-12-03 23:19:25.113013: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.2150 - accuracy: 0.9885
2024-12-03 23:19:25.387750: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2115 - accuracy: 0.9887
2024-12-03 23:19:25.666579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2169 - accuracy: 0.9885
2024-12-03 23:19:25.943459: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 26s 416ms/step - loss: 0.2169 - accuracy: 0.9885 - val_loss: 1.1772 - val_accuracy: 0.9800
Epoch 39/50
2024-12-03 23:19:33.708218: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0142 - accuracy: 1.0000
2024-12-03 23:19:34.026747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 16s - loss: 0.2388 - accuracy: 0.9844
2024-12-03 23:19:34.292461: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 16s - loss: 0.1592 - accuracy: 0.9896
2024-12-03 23:19:34.580447: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 16s - loss: 0.3400 - accuracy: 0.9844
2024-12-03 23:19:34.861543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.2720 - accuracy: 0.9875
2024-12-03 23:19:35.148814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 17s - loss: 0.2267 - accuracy: 0.9896
2024-12-03 23:19:35.518916: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.1944 - accuracy: 0.9911
2024-12-03 23:19:35.818587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 16s - loss: 0.1701 - accuracy: 0.9922
2024-12-03 23:19:36.115574: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 16s - loss: 0.1512 - accuracy: 0.9931
2024-12-03 23:19:36.411308: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.2811 - accuracy: 0.9875
2024-12-03 23:19:36.696656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.2555 - accuracy: 0.9886
2024-12-03 23:19:37.042397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 15s - loss: 0.3766 - accuracy: 0.9844
2024-12-03 23:19:37.313438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.3476 - accuracy: 0.9856
2024-12-03 23:19:37.593631: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.3953 - accuracy: 0.9844
2024-12-03 23:19:37.866053: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 14s - loss: 0.3689 - accuracy: 0.9854
2024-12-03 23:19:38.137383: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.4139 - accuracy: 0.9844
2024-12-03 23:19:38.481681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4135 - accuracy: 0.9816
2024-12-03 23:19:38.747807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 13s - loss: 0.4221 - accuracy: 0.9809
2024-12-03 23:19:39.016881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.3999 - accuracy: 0.9819
2024-12-03 23:19:39.289098: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.3871 - accuracy: 0.9812
2024-12-03 23:19:39.563739: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.3687 - accuracy: 0.9821
2024-12-03 23:19:39.906225: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 12s - loss: 0.3519 - accuracy: 0.9830
2024-12-03 23:19:40.180100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.3366 - accuracy: 0.9837
2024-12-03 23:19:40.461608: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.3226 - accuracy: 0.9844
2024-12-03 23:19:40.737257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 11s - loss: 0.3101 - accuracy: 0.9850
2024-12-03 23:19:41.017366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.2982 - accuracy: 0.9856
2024-12-03 23:19:41.359235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.2960 - accuracy: 0.9850
2024-12-03 23:19:41.634984: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.2855 - accuracy: 0.9855
2024-12-03 23:19:41.913146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.3301 - accuracy: 0.9849 
2024-12-03 23:19:42.190123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3646 - accuracy: 0.9844
2024-12-03 23:19:42.469881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.4216 - accuracy: 0.9829
2024-12-03 23:19:42.806061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.4332 - accuracy: 0.9824
2024-12-03 23:19:43.084703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.4201 - accuracy: 0.9830
2024-12-03 23:19:43.365552: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4078 - accuracy: 0.9835
2024-12-03 23:19:43.647450: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.3961 - accuracy: 0.9839
2024-12-03 23:19:43.924279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.3851 - accuracy: 0.9844
2024-12-03 23:19:44.271684: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.3747 - accuracy: 0.9848
2024-12-03 23:19:44.544341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.3664 - accuracy: 0.9844
2024-12-03 23:19:44.818164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.3570 - accuracy: 0.9848
2024-12-03 23:19:45.093923: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.3481 - accuracy: 0.9852
2024-12-03 23:19:45.358529: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.3727 - accuracy: 0.9840
2024-12-03 23:19:45.701633: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.3638 - accuracy: 0.9844
2024-12-03 23:19:45.974784: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.3554 - accuracy: 0.9847
2024-12-03 23:19:46.253191: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.3473 - accuracy: 0.9851
2024-12-03 23:19:46.523588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.3396 - accuracy: 0.9854
2024-12-03 23:19:46.798705: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.3341 - accuracy: 0.9851
2024-12-03 23:19:47.147819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.3269 - accuracy: 0.9854
2024-12-03 23:19:47.419419: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.3201 - accuracy: 0.9857
2024-12-03 23:19:47.692766: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3136 - accuracy: 0.9860
2024-12-03 23:19:47.969487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.3073 - accuracy: 0.9862
2024-12-03 23:19:48.246148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.3108 - accuracy: 0.9859
2024-12-03 23:19:48.590569: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3253 - accuracy: 0.9856
2024-12-03 23:19:48.864023: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3331 - accuracy: 0.9853
2024-12-03 23:19:49.132626: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3270 - accuracy: 0.9855
2024-12-03 23:19:49.403696: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3291 - accuracy: 0.9852
2024-12-03 23:19:49.670387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3233 - accuracy: 0.9855
2024-12-03 23:19:50.001975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3176 - accuracy: 0.9857
2024-12-03 23:19:50.263884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3121 - accuracy: 0.9860
2024-12-03 23:19:50.532329: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3068 - accuracy: 0.9862
2024-12-03 23:19:50.797554: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3017 - accuracy: 0.9865
2024-12-03 23:19:51.066546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2968 - accuracy: 0.9867
2024-12-03 23:19:51.405927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2896 - accuracy: 0.9870
2024-12-03 23:19:51.675497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 406ms/step - loss: 0.2896 - accuracy: 0.9870 - val_loss: 0.9866 - val_accuracy: 0.9860
Epoch 40/50
2024-12-03 23:19:59.172587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:19:59.488213: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 1.3448 - accuracy: 0.9531    
2024-12-03 23:19:59.745479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 1.0289 - accuracy: 0.9583
2024-12-03 23:20:00.006509: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 0.7717 - accuracy: 0.9688
2024-12-03 23:20:00.283972: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 15s - loss: 0.6174 - accuracy: 0.9750
2024-12-03 23:20:00.566748: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 15s - loss: 0.5540 - accuracy: 0.9740
2024-12-03 23:20:00.860186: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 15s - loss: 0.4749 - accuracy: 0.9777
2024-12-03 23:20:01.161765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.4155 - accuracy: 0.9805
2024-12-03 23:20:01.459814: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.4469 - accuracy: 0.9792
2024-12-03 23:20:01.757238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.4359 - accuracy: 0.9781
2024-12-03 23:20:02.048328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.3963 - accuracy: 0.9801
2024-12-03 23:20:02.412990: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.3632 - accuracy: 0.9818
2024-12-03 23:20:02.691228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.4849 - accuracy: 0.9808
2024-12-03 23:20:02.961727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.5273 - accuracy: 0.9799
2024-12-03 23:20:03.235712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.4921 - accuracy: 0.9812
2024-12-03 23:20:03.497610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.4614 - accuracy: 0.9824
2024-12-03 23:20:03.838321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.4342 - accuracy: 0.9835
2024-12-03 23:20:04.102788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.4101 - accuracy: 0.9844
2024-12-03 23:20:04.375528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.4570 - accuracy: 0.9836
2024-12-03 23:20:04.645740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.4341 - accuracy: 0.9844
2024-12-03 23:20:04.918710: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.5205 - accuracy: 0.9821
2024-12-03 23:20:05.250770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.5478 - accuracy: 0.9815
2024-12-03 23:20:05.518865: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.5503 - accuracy: 0.9796
2024-12-03 23:20:05.792788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.5477 - accuracy: 0.9779
2024-12-03 23:20:06.067409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.5258 - accuracy: 0.9787
2024-12-03 23:20:06.340275: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.5056 - accuracy: 0.9796
2024-12-03 23:20:06.688749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4868 - accuracy: 0.9803
2024-12-03 23:20:06.964361: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.4804 - accuracy: 0.9799
2024-12-03 23:20:07.240953: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.4639 - accuracy: 0.9806 
2024-12-03 23:20:07.517699: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.4484 - accuracy: 0.9812
2024-12-03 23:20:07.858417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.4339 - accuracy: 0.9819
2024-12-03 23:20:08.146622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 8s - loss: 0.5017 - accuracy: 0.9805
2024-12-03 23:20:08.413501: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 8s - loss: 0.4865 - accuracy: 0.9811
2024-12-03 23:20:08.681712: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.4802 - accuracy: 0.9807
2024-12-03 23:20:08.958624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.4665 - accuracy: 0.9812
2024-12-03 23:20:09.270944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 7s - loss: 0.4547 - accuracy: 0.9809
2024-12-03 23:20:09.558455: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 7s - loss: 0.4424 - accuracy: 0.9814
2024-12-03 23:20:09.835192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 7s - loss: 0.4308 - accuracy: 0.9819
2024-12-03 23:20:10.109594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 6s - loss: 0.4357 - accuracy: 0.9808
2024-12-03 23:20:10.392532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 6s - loss: 0.4427 - accuracy: 0.9805
2024-12-03 23:20:10.706406: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 6s - loss: 0.4319 - accuracy: 0.9809
2024-12-03 23:20:11.003532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 6s - loss: 0.4888 - accuracy: 0.9799
2024-12-03 23:20:11.275355: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 5s - loss: 0.4775 - accuracy: 0.9804
2024-12-03 23:20:11.548652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 5s - loss: 0.4666 - accuracy: 0.9808
2024-12-03 23:20:11.823584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 5s - loss: 0.4563 - accuracy: 0.9812
2024-12-03 23:20:12.100414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4463 - accuracy: 0.9817
2024-12-03 23:20:12.391960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4368 - accuracy: 0.9820
2024-12-03 23:20:12.683420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 4s - loss: 0.4277 - accuracy: 0.9824
2024-12-03 23:20:12.962222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.4240 - accuracy: 0.9821
2024-12-03 23:20:13.280787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4155 - accuracy: 0.9825
2024-12-03 23:20:13.559929: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4074 - accuracy: 0.9828
2024-12-03 23:20:13.833975: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3995 - accuracy: 0.9832
2024-12-03 23:20:14.116341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.3920 - accuracy: 0.9835
2024-12-03 23:20:14.407003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.3847 - accuracy: 0.9838
2024-12-03 23:20:14.679034: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3777 - accuracy: 0.9841
2024-12-03 23:20:14.957028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3739 - accuracy: 0.9838
2024-12-03 23:20:15.224654: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3673 - accuracy: 0.9841
2024-12-03 23:20:15.496466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3610 - accuracy: 0.9844
2024-12-03 23:20:15.828493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3777 - accuracy: 0.9841
2024-12-03 23:20:16.126948: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3723 - accuracy: 0.9839
2024-12-03 23:20:16.389230: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3863 - accuracy: 0.9831
2024-12-03 23:20:16.655973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3771 - accuracy: 0.9835
2024-12-03 23:20:16.927468: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 25s 402ms/step - loss: 0.3771 - accuracy: 0.9835 - val_loss: 0.9690 - val_accuracy: 0.9830
Epoch 41/50
2024-12-03 23:20:24.396647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 19s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:20:24.712169: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 15s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:20:24.970925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 15s - loss: 0.2858 - accuracy: 0.9896    
2024-12-03 23:20:25.242077: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 15s - loss: 0.2144 - accuracy: 0.9922
2024-12-03 23:20:25.520743: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 16s - loss: 0.2772 - accuracy: 0.9875
2024-12-03 23:20:25.846914: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 16s - loss: 0.2310 - accuracy: 0.9896
2024-12-03 23:20:26.143776: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 16s - loss: 0.1980 - accuracy: 0.9911
2024-12-03 23:20:26.446228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 15s - loss: 0.3823 - accuracy: 0.9844
2024-12-03 23:20:26.744742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 15s - loss: 0.3398 - accuracy: 0.9861
2024-12-03 23:20:27.038771: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 15s - loss: 0.3058 - accuracy: 0.9875
2024-12-03 23:20:27.333577: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 15s - loss: 0.2780 - accuracy: 0.9886
2024-12-03 23:20:27.621187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 14s - loss: 0.2549 - accuracy: 0.9896
2024-12-03 23:20:27.909898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 14s - loss: 0.2353 - accuracy: 0.9904
2024-12-03 23:20:28.185126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 14s - loss: 0.2691 - accuracy: 0.9866
2024-12-03 23:20:28.453236: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 13s - loss: 0.3643 - accuracy: 0.9833
2024-12-03 23:20:28.725700: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 13s - loss: 0.3415 - accuracy: 0.9844
2024-12-03 23:20:29.002762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 13s - loss: 0.3214 - accuracy: 0.9853
2024-12-03 23:20:29.286231: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 12s - loss: 0.5256 - accuracy: 0.9826
2024-12-03 23:20:29.559732: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 12s - loss: 0.5542 - accuracy: 0.9819
2024-12-03 23:20:29.843760: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 12s - loss: 0.5264 - accuracy: 0.9828
2024-12-03 23:20:30.120055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 12s - loss: 0.5365 - accuracy: 0.9821
2024-12-03 23:20:30.463059: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 11s - loss: 0.5122 - accuracy: 0.9830
2024-12-03 23:20:30.735504: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 11s - loss: 0.4899 - accuracy: 0.9837
2024-12-03 23:20:31.010228: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 11s - loss: 0.4695 - accuracy: 0.9844
2024-12-03 23:20:31.288650: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.4956 - accuracy: 0.9837
2024-12-03 23:20:31.559770: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.4963 - accuracy: 0.9832
2024-12-03 23:20:31.847370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.4780 - accuracy: 0.9838
2024-12-03 23:20:32.144559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 9s - loss: 0.4669 - accuracy: 0.9833 
2024-12-03 23:20:32.422585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 9s - loss: 0.4508 - accuracy: 0.9838
2024-12-03 23:20:32.698415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.4358 - accuracy: 0.9844
2024-12-03 23:20:32.974685: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.4217 - accuracy: 0.9849
2024-12-03 23:20:33.256723: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2:06 - loss: 0.4086 - accuracy: 0.9854
2024-12-03 23:22:31.148067: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 1:58 - loss: 0.3962 - accuracy: 0.9858
2024-12-03 23:22:31.413277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 1:51 - loss: 0.3846 - accuracy: 0.9862
2024-12-03 23:22:31.704793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 1:44 - loss: 0.3736 - accuracy: 0.9866
2024-12-03 23:22:31.968833: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 1:38 - loss: 0.4155 - accuracy: 0.9852
2024-12-03 23:22:32.230595: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 1:32 - loss: 0.4043 - accuracy: 0.9856
2024-12-03 23:22:32.494167: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 1:26 - loss: 0.3937 - accuracy: 0.9860
2024-12-03 23:22:32.757267: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 1:21 - loss: 0.3958 - accuracy: 0.9856
2024-12-03 23:22:33.027945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1:15 - loss: 0.4126 - accuracy: 0.9844
2024-12-03 23:22:33.291538: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1:10 - loss: 0.4387 - accuracy: 0.9832
2024-12-03 23:22:33.572903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1:06 - loss: 0.4283 - accuracy: 0.9836
2024-12-03 23:22:33.854254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1:01 - loss: 0.4349 - accuracy: 0.9833
2024-12-03 23:22:34.110197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 57s - loss: 0.4250 - accuracy: 0.9837 
2024-12-03 23:22:34.345093: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 53s - loss: 0.4213 - accuracy: 0.9833
2024-12-03 23:22:34.563162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 49s - loss: 0.4121 - accuracy: 0.9837
2024-12-03 23:22:34.792117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 45s - loss: 0.4034 - accuracy: 0.9840
2024-12-03 23:22:35.011544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 41s - loss: 0.4097 - accuracy: 0.9837
2024-12-03 23:22:35.235346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 38s - loss: 0.4386 - accuracy: 0.9834
2024-12-03 23:22:35.462254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 34s - loss: 0.4298 - accuracy: 0.9837
2024-12-03 23:22:35.683579: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 31s - loss: 0.4629 - accuracy: 0.9835
2024-12-03 23:22:35.909410: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 28s - loss: 0.4757 - accuracy: 0.9832
2024-12-03 23:22:36.131873: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 25s - loss: 0.4667 - accuracy: 0.9835
2024-12-03 23:22:36.357675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 22s - loss: 0.4835 - accuracy: 0.9821
2024-12-03 23:22:36.616280: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 19s - loss: 0.4747 - accuracy: 0.9824
2024-12-03 23:22:36.835150: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 16s - loss: 0.4663 - accuracy: 0.9827
2024-12-03 23:22:37.050254: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 14s - loss: 0.4581 - accuracy: 0.9830
2024-12-03 23:22:37.264384: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 11s - loss: 0.4502 - accuracy: 0.9833
2024-12-03 23:22:37.477498: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 9s - loss: 0.4511 - accuracy: 0.9831 
2024-12-03 23:22:37.689208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 6s - loss: 0.4436 - accuracy: 0.9833
2024-12-03 23:22:37.901831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 4s - loss: 0.4369 - accuracy: 0.9831
2024-12-03 23:22:38.114134: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.4264 - accuracy: 0.9835
2024-12-03 23:22:38.368346: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 140s 2s/step - loss: 0.4264 - accuracy: 0.9835 - val_loss: 1.1129 - val_accuracy: 0.9750
Epoch 42/50
2024-12-03 23:22:44.245420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 1.1213e-06 - accuracy: 1.0000
2024-12-03 23:22:44.523718: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 5.6065e-07 - accuracy: 1.0000
2024-12-03 23:22:44.732557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.2742 - accuracy: 0.9792    
2024-12-03 23:22:44.947568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.2057 - accuracy: 0.9844
2024-12-03 23:22:45.166441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.1645 - accuracy: 0.9875
2024-12-03 23:22:45.396302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.1371 - accuracy: 0.9896
2024-12-03 23:22:45.619112: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.1175 - accuracy: 0.9911
2024-12-03 23:22:45.898148: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.1028 - accuracy: 0.9922
2024-12-03 23:22:46.109678: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 12s - loss: 0.0914 - accuracy: 0.9931
2024-12-03 23:22:46.328511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.0823 - accuracy: 0.9937
2024-12-03 23:22:46.556701: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.0748 - accuracy: 0.9943
2024-12-03 23:22:46.784109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.0686 - accuracy: 0.9948
2024-12-03 23:22:47.016565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.1071 - accuracy: 0.9928
2024-12-03 23:22:47.298663: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 11s - loss: 0.0994 - accuracy: 0.9933
2024-12-03 23:22:47.511297: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 11s - loss: 0.1330 - accuracy: 0.9917
2024-12-03 23:22:47.732208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.1704 - accuracy: 0.9883
2024-12-03 23:22:47.965513: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.1604 - accuracy: 0.9890
2024-12-03 23:22:48.189487: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.1515 - accuracy: 0.9896
2024-12-03 23:22:48.471517: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 10s - loss: 0.1435 - accuracy: 0.9901
2024-12-03 23:22:48.716131: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 10s - loss: 0.1364 - accuracy: 0.9906
2024-12-03 23:22:48.956890: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.1299 - accuracy: 0.9911 
2024-12-03 23:22:49.210103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.1970 - accuracy: 0.9901
2024-12-03 23:22:49.477382: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.1884 - accuracy: 0.9905
2024-12-03 23:22:49.790080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 9s - loss: 0.1806 - accuracy: 0.9909
2024-12-03 23:22:50.262532: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 10s - loss: 0.1734 - accuracy: 0.9912
2024-12-03 23:22:51.116942: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 10s - loss: 0.1667 - accuracy: 0.9916
2024-12-03 23:22:51.717136: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 10s - loss: 0.1605 - accuracy: 0.9919
2024-12-03 23:22:52.157268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 10s - loss: 0.1548 - accuracy: 0.9922
2024-12-03 23:22:52.588798: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 10s - loss: 0.1546 - accuracy: 0.9914
2024-12-03 23:22:52.935669: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 9s - loss: 0.3316 - accuracy: 0.9875 
2024-12-03 23:22:53.272469: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 9s - loss: 0.3209 - accuracy: 0.9879
2024-12-03 23:22:53.605208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 9s - loss: 0.3108 - accuracy: 0.9883
2024-12-03 23:22:53.951939: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 9s - loss: 0.3421 - accuracy: 0.9867
2024-12-03 23:22:54.311999: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 8s - loss: 0.3320 - accuracy: 0.9871
2024-12-03 23:22:54.765512: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 8s - loss: 0.3408 - accuracy: 0.9866
2024-12-03 23:22:55.174311: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 8s - loss: 0.3313 - accuracy: 0.9870
2024-12-03 23:22:55.636572: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.3224 - accuracy: 0.9873
2024-12-03 23:22:56.117016: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.3139 - accuracy: 0.9877
2024-12-03 23:22:56.619559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 8s - loss: 0.3446 - accuracy: 0.9872
2024-12-03 23:22:57.204803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.3360 - accuracy: 0.9875
2024-12-03 23:22:57.659335: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.3278 - accuracy: 0.9878
2024-12-03 23:22:58.112111: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7s - loss: 0.3200 - accuracy: 0.9881
2024-12-03 23:22:58.555088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.3126 - accuracy: 0.9884
2024-12-03 23:22:58.986322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.3099 - accuracy: 0.9879
2024-12-03 23:22:59.450092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6s - loss: 0.3060 - accuracy: 0.9875
2024-12-03 23:22:59.909871: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.3049 - accuracy: 0.9871
2024-12-03 23:23:00.374597: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2984 - accuracy: 0.9874
2024-12-03 23:23:00.834528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5s - loss: 0.2922 - accuracy: 0.9876
2024-12-03 23:23:01.296977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 5s - loss: 0.2863 - accuracy: 0.9879
2024-12-03 23:23:01.763411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2805 - accuracy: 0.9881
2024-12-03 23:23:02.218153: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4s - loss: 0.2750 - accuracy: 0.9884
2024-12-03 23:23:02.651291: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2697 - accuracy: 0.9886
2024-12-03 23:23:03.060866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.2646 - accuracy: 0.9888
2024-12-03 23:23:03.499945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3s - loss: 0.2599 - accuracy: 0.9890
2024-12-03 23:23:03.914414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2552 - accuracy: 0.9892
2024-12-03 23:23:04.317641: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2512 - accuracy: 0.9888
2024-12-03 23:23:04.717177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.2468 - accuracy: 0.9890
2024-12-03 23:23:05.106348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2426 - accuracy: 0.9892
2024-12-03 23:23:05.511409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.2385 - accuracy: 0.9894
2024-12-03 23:23:05.958858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.2345 - accuracy: 0.9896
2024-12-03 23:23:06.346808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2306 - accuracy: 0.9898
2024-12-03 23:23:06.727434: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2251 - accuracy: 0.9900
2024-12-03 23:23:07.103466: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 32s 518ms/step - loss: 0.2251 - accuracy: 0.9900 - val_loss: 0.9738 - val_accuracy: 0.9830
Epoch 43/50
2024-12-03 23:23:16.657644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:23:17.022945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 19s - loss: 0.0495 - accuracy: 0.9844    
2024-12-03 23:23:17.339749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 19s - loss: 0.2029 - accuracy: 0.9792
2024-12-03 23:23:17.679620: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 19s - loss: 0.8701 - accuracy: 0.9609
2024-12-03 23:23:18.041441: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 20s - loss: 0.9844 - accuracy: 0.9625
2024-12-03 23:23:18.449101: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 20s - loss: 0.8551 - accuracy: 0.9635
2024-12-03 23:23:18.833859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 20s - loss: 0.7330 - accuracy: 0.9688
2024-12-03 23:23:19.222920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 20s - loss: 0.8506 - accuracy: 0.9648
2024-12-03 23:23:19.581809: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 19s - loss: 0.7561 - accuracy: 0.9688
2024-12-03 23:23:19.935694: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 19s - loss: 0.6805 - accuracy: 0.9719
2024-12-03 23:23:20.318480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 18s - loss: 0.6186 - accuracy: 0.9744
2024-12-03 23:23:20.655559: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 18s - loss: 0.5671 - accuracy: 0.9766
2024-12-03 23:23:20.981557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 17s - loss: 0.5272 - accuracy: 0.9760
2024-12-03 23:23:21.301769: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 17s - loss: 0.4895 - accuracy: 0.9777
2024-12-03 23:23:21.622086: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 16s - loss: 0.4569 - accuracy: 0.9792
2024-12-03 23:23:21.962256: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 16s - loss: 0.4828 - accuracy: 0.9785
2024-12-03 23:23:22.288591: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 16s - loss: 0.4546 - accuracy: 0.9798
2024-12-03 23:23:22.633866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 15s - loss: 0.4293 - accuracy: 0.9809
2024-12-03 23:23:22.972576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 15s - loss: 0.4147 - accuracy: 0.9803
2024-12-03 23:23:23.321604: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 15s - loss: 0.4335 - accuracy: 0.9797
2024-12-03 23:23:23.670560: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 14s - loss: 0.4129 - accuracy: 0.9807
2024-12-03 23:23:24.040249: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 14s - loss: 0.3941 - accuracy: 0.9815
2024-12-03 23:23:24.381379: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 13s - loss: 0.3770 - accuracy: 0.9823
2024-12-03 23:23:24.713462: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 13s - loss: 0.3613 - accuracy: 0.9831
2024-12-03 23:23:25.039180: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 13s - loss: 0.3468 - accuracy: 0.9837
2024-12-03 23:23:25.425052: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 12s - loss: 0.3335 - accuracy: 0.9844
2024-12-03 23:23:25.750071: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 12s - loss: 0.3236 - accuracy: 0.9838
2024-12-03 23:23:26.072726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 12s - loss: 0.3377 - accuracy: 0.9833
2024-12-03 23:23:26.402009: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 11s - loss: 0.3261 - accuracy: 0.9838
2024-12-03 23:23:26.739305: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 11s - loss: 0.3152 - accuracy: 0.9844
2024-12-03 23:23:27.075102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 11s - loss: 0.3050 - accuracy: 0.9849
2024-12-03 23:23:27.420100: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 10s - loss: 0.2955 - accuracy: 0.9854
2024-12-03 23:23:27.758347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 10s - loss: 0.2865 - accuracy: 0.9858
2024-12-03 23:23:28.082409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 10s - loss: 0.2781 - accuracy: 0.9862
2024-12-03 23:23:28.403913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.2702 - accuracy: 0.9866 
2024-12-03 23:23:28.792621: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 9s - loss: 0.2627 - accuracy: 0.9870
2024-12-03 23:23:29.115422: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 8s - loss: 0.2556 - accuracy: 0.9873
2024-12-03 23:23:29.441586: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.2870 - accuracy: 0.9868
2024-12-03 23:23:29.769206: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 8s - loss: 0.2797 - accuracy: 0.9872
2024-12-03 23:23:30.105081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 7s - loss: 0.2727 - accuracy: 0.9875
2024-12-03 23:23:30.495721: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.3035 - accuracy: 0.9863
2024-12-03 23:23:30.813263: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7s - loss: 0.2963 - accuracy: 0.9866
2024-12-03 23:23:31.142877: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2895 - accuracy: 0.9869
2024-12-03 23:23:31.480164: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2836 - accuracy: 0.9865
2024-12-03 23:23:31.804066: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6s - loss: 0.2946 - accuracy: 0.9854
2024-12-03 23:23:32.189128: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2882 - accuracy: 0.9857
2024-12-03 23:23:32.528780: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2820 - accuracy: 0.9860
2024-12-03 23:23:32.868105: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5s - loss: 0.2762 - accuracy: 0.9863
2024-12-03 23:23:33.190800: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3140 - accuracy: 0.9860
2024-12-03 23:23:33.567467: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.3077 - accuracy: 0.9862
2024-12-03 23:23:33.880945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4s - loss: 0.3017 - accuracy: 0.9865
2024-12-03 23:23:34.206497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3007 - accuracy: 0.9862
2024-12-03 23:23:34.546159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.3009 - accuracy: 0.9858
2024-12-03 23:23:34.866373: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3s - loss: 0.3426 - accuracy: 0.9855
2024-12-03 23:23:35.186431: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3380 - accuracy: 0.9852
2024-12-03 23:23:35.527204: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3390 - accuracy: 0.9849
2024-12-03 23:23:35.861998: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.3331 - accuracy: 0.9852
2024-12-03 23:23:36.195675: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3273 - accuracy: 0.9855
2024-12-03 23:23:36.526158: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3218 - accuracy: 0.9857
2024-12-03 23:23:36.856326: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.3164 - accuracy: 0.9859
2024-12-03 23:23:37.191288: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3112 - accuracy: 0.9862
2024-12-03 23:23:37.517931: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3038 - accuracy: 0.9865
2024-12-03 23:23:37.828106: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 30s 481ms/step - loss: 0.3038 - accuracy: 0.9865 - val_loss: 0.8914 - val_accuracy: 0.9810
Epoch 44/50
2024-12-03 23:23:46.831502: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:23:47.199145: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 18s - loss: 0.2841 - accuracy: 0.9844    
2024-12-03 23:23:47.510779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 19s - loss: 0.2319 - accuracy: 0.9792
2024-12-03 23:23:47.849377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 24s - loss: 0.1739 - accuracy: 0.9844
2024-12-03 23:23:48.445692: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 28s - loss: 0.1391 - accuracy: 0.9875
2024-12-03 23:23:49.138996: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 30s - loss: 0.5975 - accuracy: 0.9844
2024-12-03 23:23:49.842796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 30s - loss: 0.5149 - accuracy: 0.9866
2024-12-03 23:23:50.521585: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 31s - loss: 0.4505 - accuracy: 0.9883
2024-12-03 23:23:51.203820: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 31s - loss: 0.4005 - accuracy: 0.9896
2024-12-03 23:23:51.890442: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 31s - loss: 0.4140 - accuracy: 0.9875
2024-12-03 23:23:52.572113: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 31s - loss: 0.4004 - accuracy: 0.9858
2024-12-03 23:23:53.251858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 31s - loss: 0.3670 - accuracy: 0.9870
2024-12-03 23:23:53.938343: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 30s - loss: 0.3388 - accuracy: 0.9880
2024-12-03 23:23:54.616969: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 30s - loss: 0.3146 - accuracy: 0.9888
2024-12-03 23:23:55.299481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 30s - loss: 0.5013 - accuracy: 0.9854
2024-12-03 23:23:55.985576: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 29s - loss: 0.4700 - accuracy: 0.9863
2024-12-03 23:23:56.666859: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 29s - loss: 0.4424 - accuracy: 0.9871
2024-12-03 23:23:57.347567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 28s - loss: 0.4178 - accuracy: 0.9878
2024-12-03 23:23:58.030803: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 28s - loss: 0.3958 - accuracy: 0.9885
2024-12-03 23:23:58.708252: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 27s - loss: 0.3760 - accuracy: 0.9891
2024-12-03 23:23:59.385285: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 27s - loss: 0.3581 - accuracy: 0.9896
2024-12-03 23:24:00.066656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 26s - loss: 0.3418 - accuracy: 0.9901
2024-12-03 23:24:00.769724: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 25s - loss: 0.3270 - accuracy: 0.9905
2024-12-03 23:24:01.455080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 25s - loss: 0.3804 - accuracy: 0.9896
2024-12-03 23:24:02.139618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 25s - loss: 0.3652 - accuracy: 0.9900
2024-12-03 23:24:03.110197: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 24s - loss: 0.3983 - accuracy: 0.9892
2024-12-03 23:24:03.784358: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 23s - loss: 0.3836 - accuracy: 0.9896
2024-12-03 23:24:04.471261: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 23s - loss: 0.3940 - accuracy: 0.9888
2024-12-03 23:24:05.150897: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 22s - loss: 0.3982 - accuracy: 0.9881
2024-12-03 23:24:05.836279: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 21s - loss: 0.3849 - accuracy: 0.9885
2024-12-03 23:24:06.516338: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 21s - loss: 0.4017 - accuracy: 0.9879
2024-12-03 23:24:07.188986: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 20s - loss: 0.4000 - accuracy: 0.9873
2024-12-03 23:24:07.873347: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 20s - loss: 0.3997 - accuracy: 0.9867
2024-12-03 23:24:08.548328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 19s - loss: 0.3880 - accuracy: 0.9871
2024-12-03 23:24:09.226318: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 18s - loss: 0.3769 - accuracy: 0.9875
2024-12-03 23:24:09.900571: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 17s - loss: 0.3984 - accuracy: 0.9870
2024-12-03 23:24:10.149298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 16s - loss: 0.3876 - accuracy: 0.9873
2024-12-03 23:24:10.363980: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 15s - loss: 0.4130 - accuracy: 0.9868
2024-12-03 23:24:10.582629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 14s - loss: 0.4024 - accuracy: 0.9872
2024-12-03 23:24:10.799303: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 14s - loss: 0.4048 - accuracy: 0.9867
2024-12-03 23:24:11.022181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 13s - loss: 0.3949 - accuracy: 0.9870
2024-12-03 23:24:11.287126: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 12s - loss: 0.3855 - accuracy: 0.9874
2024-12-03 23:24:11.496862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 11s - loss: 0.3766 - accuracy: 0.9876
2024-12-03 23:24:11.708925: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 10s - loss: 0.3680 - accuracy: 0.9879
2024-12-03 23:24:11.925772: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 10s - loss: 0.3598 - accuracy: 0.9882
2024-12-03 23:24:12.153471: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 9s - loss: 0.3520 - accuracy: 0.9885 
2024-12-03 23:24:12.413350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 8s - loss: 0.3445 - accuracy: 0.9887
2024-12-03 23:24:12.625702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 8s - loss: 0.3373 - accuracy: 0.9889
2024-12-03 23:24:12.844558: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 7s - loss: 0.3305 - accuracy: 0.9892
2024-12-03 23:24:13.067747: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 6s - loss: 0.3239 - accuracy: 0.9894
2024-12-03 23:24:13.295742: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 6s - loss: 0.3175 - accuracy: 0.9896
2024-12-03 23:24:13.523933: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 5s - loss: 0.3352 - accuracy: 0.9892
2024-12-03 23:24:13.791435: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 5s - loss: 0.3362 - accuracy: 0.9888
2024-12-03 23:24:14.003425: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 4s - loss: 0.3300 - accuracy: 0.9890
2024-12-03 23:24:14.222516: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 4s - loss: 0.3312 - accuracy: 0.9886
2024-12-03 23:24:14.449796: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 3s - loss: 0.3359 - accuracy: 0.9883
2024-12-03 23:24:14.696644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.3496 - accuracy: 0.9879
2024-12-03 23:24:14.948159: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2s - loss: 0.3436 - accuracy: 0.9881
2024-12-03 23:24:15.268387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 2s - loss: 0.3377 - accuracy: 0.9883
2024-12-03 23:24:17.047959: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.3321 - accuracy: 0.9885
2024-12-03 23:24:17.753672: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 1s - loss: 0.3285 - accuracy: 0.9882
2024-12-03 23:24:18.179528: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3206 - accuracy: 0.9885
2024-12-03 23:24:18.575581: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 50s 793ms/step - loss: 0.3206 - accuracy: 0.9885 - val_loss: 1.0094 - val_accuracy: 0.9800
Epoch 45/50
2024-12-03 23:24:36.383567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 1:11 - loss: 0.2995 - accuracy: 0.9688
2024-12-03 23:24:37.533118: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 41s - loss: 0.1498 - accuracy: 0.9844 
2024-12-03 23:24:38.216947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 40s - loss: 0.0998 - accuracy: 0.9896
2024-12-03 23:24:38.897409: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 40s - loss: 0.0749 - accuracy: 0.9922
2024-12-03 23:24:39.577322: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 44s - loss: 0.0599 - accuracy: 0.9937
2024-12-03 23:24:40.572601: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 42s - loss: 0.2206 - accuracy: 0.9844
2024-12-03 23:24:41.252522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 41s - loss: 0.5564 - accuracy: 0.9821
2024-12-03 23:24:41.934270: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 39s - loss: 0.5650 - accuracy: 0.9805
2024-12-03 23:24:42.614518: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 38s - loss: 0.5022 - accuracy: 0.9826
2024-12-03 23:24:43.299084: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 39s - loss: 0.4520 - accuracy: 0.9844
2024-12-03 23:24:44.272575: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 38s - loss: 0.4109 - accuracy: 0.9858
2024-12-03 23:24:44.936065: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 35s - loss: 0.3766 - accuracy: 0.9870
2024-12-03 23:24:45.154181: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 32s - loss: 0.3480 - accuracy: 0.9880
2024-12-03 23:24:45.378644: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 30s - loss: 0.3232 - accuracy: 0.9888
2024-12-03 23:24:45.606474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 28s - loss: 0.3016 - accuracy: 0.9896
2024-12-03 23:24:45.837524: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 26s - loss: 0.2828 - accuracy: 0.9902
2024-12-03 23:24:46.057967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 25s - loss: 0.2946 - accuracy: 0.9890
2024-12-03 23:24:46.278051: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 23s - loss: 0.4023 - accuracy: 0.9878
2024-12-03 23:24:46.504531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 22s - loss: 0.3811 - accuracy: 0.9885
2024-12-03 23:24:46.733417: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 21s - loss: 0.4648 - accuracy: 0.9875
2024-12-03 23:24:46.954841: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 20s - loss: 0.4427 - accuracy: 0.9881
2024-12-03 23:24:47.183151: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 19s - loss: 0.4291 - accuracy: 0.9872
2024-12-03 23:24:47.407793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 18s - loss: 0.4105 - accuracy: 0.9878
2024-12-03 23:24:47.654531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 17s - loss: 0.4301 - accuracy: 0.9870
2024-12-03 23:24:47.901697: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 16s - loss: 0.4825 - accuracy: 0.9862
2024-12-03 23:24:48.185222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 18s - loss: 0.4639 - accuracy: 0.9868
2024-12-03 23:24:49.769622: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 18s - loss: 0.4467 - accuracy: 0.9873
2024-12-03 23:24:51.006298: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 17s - loss: 0.4308 - accuracy: 0.9877
2024-12-03 23:24:51.400899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 17s - loss: 0.4253 - accuracy: 0.9871
2024-12-03 23:24:51.768492: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 16s - loss: 0.4111 - accuracy: 0.9875
2024-12-03 23:24:52.119955: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 15s - loss: 0.3978 - accuracy: 0.9879
2024-12-03 23:24:52.478709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 15s - loss: 0.3854 - accuracy: 0.9883
2024-12-03 23:24:52.863727: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 14s - loss: 0.3737 - accuracy: 0.9886
2024-12-03 23:24:53.283253: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 14s - loss: 0.3978 - accuracy: 0.9881
2024-12-03 23:24:53.732345: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 13s - loss: 0.3864 - accuracy: 0.9884
2024-12-03 23:24:54.205804: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 13s - loss: 0.3757 - accuracy: 0.9887
2024-12-03 23:24:54.697423: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 12s - loss: 0.3670 - accuracy: 0.9882
2024-12-03 23:24:55.181209: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 12s - loss: 0.3573 - accuracy: 0.9885
2024-12-03 23:24:55.667525: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 11s - loss: 0.3482 - accuracy: 0.9888
2024-12-03 23:24:56.129205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 11s - loss: 0.3470 - accuracy: 0.9883
2024-12-03 23:24:56.583074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 10s - loss: 0.3386 - accuracy: 0.9886
2024-12-03 23:24:57.034292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 10s - loss: 0.3497 - accuracy: 0.9881
2024-12-03 23:24:57.482587: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 9s - loss: 0.3416 - accuracy: 0.9884 
2024-12-03 23:24:58.046302: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 9s - loss: 0.3768 - accuracy: 0.9879
2024-12-03 23:24:58.495062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 8s - loss: 0.3749 - accuracy: 0.9875
2024-12-03 23:24:58.954722: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 8s - loss: 0.3668 - accuracy: 0.9878
2024-12-03 23:24:59.422061: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 7s - loss: 0.3610 - accuracy: 0.9874
2024-12-03 23:24:59.899673: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 7s - loss: 0.3535 - accuracy: 0.9876
2024-12-03 23:25:00.373894: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 6s - loss: 0.3463 - accuracy: 0.9879
2024-12-03 23:25:00.867366: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 6s - loss: 0.3532 - accuracy: 0.9869
2024-12-03 23:25:01.347214: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 5s - loss: 0.3463 - accuracy: 0.9871
2024-12-03 23:25:01.834001: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 5s - loss: 0.3397 - accuracy: 0.9874
2024-12-03 23:25:02.326527: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 4s - loss: 0.3333 - accuracy: 0.9876
2024-12-03 23:25:02.804187: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 4s - loss: 0.3909 - accuracy: 0.9873
2024-12-03 23:25:03.277391: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 3s - loss: 0.3838 - accuracy: 0.9875
2024-12-03 23:25:03.743243: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 3s - loss: 0.3818 - accuracy: 0.9872
2024-12-03 23:25:04.236768: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.3751 - accuracy: 0.9874
2024-12-03 23:25:04.709185: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 2s - loss: 0.3687 - accuracy: 0.9876
2024-12-03 23:25:05.191708: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3789 - accuracy: 0.9873
2024-12-03 23:25:05.675787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.3726 - accuracy: 0.9875
2024-12-03 23:25:06.140364: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3665 - accuracy: 0.9877
2024-12-03 23:25:06.635293: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3685 - accuracy: 0.9874
2024-12-03 23:25:07.101741: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 44s 693ms/step - loss: 0.3656 - accuracy: 0.9875 - val_loss: 1.5412 - val_accuracy: 0.9760
Epoch 46/50
2024-12-03 23:25:20.503627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 31s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:25:21.007287: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 29s - loss: 0.3258 - accuracy: 0.9844    
2024-12-03 23:25:21.487332: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 30s - loss: 0.2172 - accuracy: 0.9896
2024-12-03 23:25:22.019629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 30s - loss: 0.1629 - accuracy: 0.9922
2024-12-03 23:25:22.564899: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 30s - loss: 0.1303 - accuracy: 0.9937
2024-12-03 23:25:23.109965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 30s - loss: 0.1086 - accuracy: 0.9948
2024-12-03 23:25:23.647530: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 29s - loss: 0.0932 - accuracy: 0.9955
2024-12-03 23:25:24.128590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 28s - loss: 0.0815 - accuracy: 0.9961
2024-12-03 23:25:24.583420: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 27s - loss: 0.0725 - accuracy: 0.9965
2024-12-03 23:25:25.037030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 26s - loss: 0.0652 - accuracy: 0.9969
2024-12-03 23:25:25.571415: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 26s - loss: 0.0593 - accuracy: 0.9972
2024-12-03 23:25:26.029557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 25s - loss: 0.0544 - accuracy: 0.9974
2024-12-03 23:25:26.493746: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 24s - loss: 0.2683 - accuracy: 0.9928
2024-12-03 23:25:26.967944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 24s - loss: 0.3631 - accuracy: 0.9911
2024-12-03 23:25:27.459562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 23s - loss: 0.4632 - accuracy: 0.9875
2024-12-03 23:25:27.946078: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 23s - loss: 0.4343 - accuracy: 0.9883
2024-12-03 23:25:28.432135: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 22s - loss: 0.4087 - accuracy: 0.9890
2024-12-03 23:25:28.904103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 22s - loss: 0.3860 - accuracy: 0.9896
2024-12-03 23:25:29.375313: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 21s - loss: 0.3657 - accuracy: 0.9901
2024-12-03 23:25:29.931561: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 21s - loss: 0.3474 - accuracy: 0.9906
2024-12-03 23:25:30.380235: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 20s - loss: 0.3309 - accuracy: 0.9911
2024-12-03 23:25:30.817735: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 20s - loss: 0.3241 - accuracy: 0.9901
2024-12-03 23:25:31.271388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 19s - loss: 0.3100 - accuracy: 0.9905
2024-12-03 23:25:31.722092: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 19s - loss: 0.2971 - accuracy: 0.9909
2024-12-03 23:25:32.288074: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 3:30 - loss: 0.2852 - accuracy: 0.9912
2024-12-03 23:27:34.173085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 3:17 - loss: 0.2743 - accuracy: 0.9916
2024-12-03 23:27:34.649977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 3:05 - loss: 0.2641 - accuracy: 0.9919
2024-12-03 23:27:35.119057: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 2:54 - loss: 0.2547 - accuracy: 0.9922
2024-12-03 23:27:35.589674: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 2:44 - loss: 0.2459 - accuracy: 0.9925
2024-12-03 23:27:36.178038: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 2:34 - loss: 0.2377 - accuracy: 0.9927
2024-12-03 23:27:36.650927: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 2:25 - loss: 0.2342 - accuracy: 0.9919
2024-12-03 23:27:37.106945: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 2:16 - loss: 0.2269 - accuracy: 0.9922
2024-12-03 23:27:37.570477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 2:08 - loss: 0.2200 - accuracy: 0.9924
2024-12-03 23:27:38.004940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 2:00 - loss: 0.2135 - accuracy: 0.9926
2024-12-03 23:27:38.237028: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 1:53 - loss: 0.2074 - accuracy: 0.9929
2024-12-03 23:27:38.460600: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 1:46 - loss: 0.2017 - accuracy: 0.9931
2024-12-03 23:27:38.690807: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 1:39 - loss: 0.2130 - accuracy: 0.9924
2024-12-03 23:27:38.923590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 1:33 - loss: 0.2764 - accuracy: 0.9910
2024-12-03 23:27:39.142102: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 1:27 - loss: 0.2693 - accuracy: 0.9912
2024-12-03 23:27:39.364183: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 1:21 - loss: 0.2626 - accuracy: 0.9914
2024-12-03 23:27:39.587146: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 1:16 - loss: 0.2562 - accuracy: 0.9916
2024-12-03 23:27:39.813331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 1:11 - loss: 0.2501 - accuracy: 0.9918
2024-12-03 23:27:40.100566: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 1:06 - loss: 0.2454 - accuracy: 0.9913
2024-12-03 23:27:40.310199: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 1:01 - loss: 0.2401 - accuracy: 0.9915
2024-12-03 23:27:40.525363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 57s - loss: 0.2348 - accuracy: 0.9917 
2024-12-03 23:27:40.746375: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 52s - loss: 0.2297 - accuracy: 0.9918
2024-12-03 23:27:40.964960: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 48s - loss: 0.2248 - accuracy: 0.9920
2024-12-03 23:27:41.193508: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 44s - loss: 0.2201 - accuracy: 0.9922
2024-12-03 23:27:41.411913: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 41s - loss: 0.2156 - accuracy: 0.9923
2024-12-03 23:27:41.635397: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 37s - loss: 0.2113 - accuracy: 0.9925
2024-12-03 23:27:41.863740: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 33s - loss: 0.2072 - accuracy: 0.9926
2024-12-03 23:27:42.082676: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 30s - loss: 0.2032 - accuracy: 0.9928
2024-12-03 23:27:42.360557: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 27s - loss: 0.1994 - accuracy: 0.9929
2024-12-03 23:27:42.569247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 24s - loss: 0.2001 - accuracy: 0.9925
2024-12-03 23:27:42.777024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 21s - loss: 0.1965 - accuracy: 0.9926
2024-12-03 23:27:42.984328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 18s - loss: 0.2106 - accuracy: 0.9922
2024-12-03 23:27:43.191590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 15s - loss: 0.2073 - accuracy: 0.9918
2024-12-03 23:27:43.398793: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 12s - loss: 0.2038 - accuracy: 0.9919
2024-12-03 23:27:43.605703: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 9s - loss: 0.2003 - accuracy: 0.9921 
2024-12-03 23:27:43.813237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 7s - loss: 0.1970 - accuracy: 0.9922
2024-12-03 23:27:44.023688: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 4s - loss: 0.2054 - accuracy: 0.9918
2024-12-03 23:27:44.234928: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2005 - accuracy: 0.9920
2024-12-03 23:27:44.444029: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 150s 2s/step - loss: 0.2005 - accuracy: 0.9920 - val_loss: 1.0335 - val_accuracy: 0.9790
Epoch 47/50
2024-12-03 23:27:50.328348: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 17s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:27:50.608387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:27:50.817629: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 12s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:27:51.031627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 12s - loss: 0.1256 - accuracy: 0.9922    
2024-12-03 23:27:51.248188: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 12s - loss: 0.4935 - accuracy: 0.9875
2024-12-03 23:27:51.471965: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 12s - loss: 0.4112 - accuracy: 0.9896
2024-12-03 23:27:51.704237: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 12s - loss: 0.3525 - accuracy: 0.9911
2024-12-03 23:27:51.924208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 12s - loss: 0.4338 - accuracy: 0.9844
2024-12-03 23:27:52.146474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 11s - loss: 0.3856 - accuracy: 0.9861
2024-12-03 23:27:52.364862: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 11s - loss: 0.8679 - accuracy: 0.9781
2024-12-03 23:27:52.592638: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 11s - loss: 0.7890 - accuracy: 0.9801
2024-12-03 23:27:52.873474: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 11s - loss: 0.8567 - accuracy: 0.9792
2024-12-03 23:27:53.082819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 11s - loss: 0.7908 - accuracy: 0.9808
2024-12-03 23:27:53.296656: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 10s - loss: 0.7343 - accuracy: 0.9821
2024-12-03 23:27:53.514858: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 10s - loss: 0.6986 - accuracy: 0.9812
2024-12-03 23:27:53.746610: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 10s - loss: 0.6549 - accuracy: 0.9824
2024-12-03 23:27:53.966788: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 10s - loss: 0.6934 - accuracy: 0.9816
2024-12-03 23:27:54.186192: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 10s - loss: 0.7241 - accuracy: 0.9809
2024-12-03 23:27:54.407330: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 9s - loss: 0.6860 - accuracy: 0.9819 
2024-12-03 23:27:54.636665: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 9s - loss: 0.6517 - accuracy: 0.9828
2024-12-03 23:27:54.869024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 9s - loss: 0.6540 - accuracy: 0.9821
2024-12-03 23:27:55.138977: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 9s - loss: 0.6243 - accuracy: 0.9830
2024-12-03 23:27:55.351681: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 9s - loss: 0.5972 - accuracy: 0.9837
2024-12-03 23:27:55.572436: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 8s - loss: 0.5723 - accuracy: 0.9844
2024-12-03 23:27:55.803277: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 8s - loss: 0.5494 - accuracy: 0.9850
2024-12-03 23:27:56.027715: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 8s - loss: 0.5376 - accuracy: 0.9844
2024-12-03 23:27:56.258568: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 8s - loss: 0.5177 - accuracy: 0.9850
2024-12-03 23:27:56.483244: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 7s - loss: 0.5035 - accuracy: 0.9844
2024-12-03 23:27:56.713342: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 7s - loss: 0.4861 - accuracy: 0.9849
2024-12-03 23:27:56.944584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 7s - loss: 0.4699 - accuracy: 0.9854
2024-12-03 23:27:57.180156: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 7s - loss: 0.4548 - accuracy: 0.9859
2024-12-03 23:27:57.467477: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 7s - loss: 0.4891 - accuracy: 0.9854
2024-12-03 23:27:57.681452: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 6s - loss: 0.4743 - accuracy: 0.9858
2024-12-03 23:27:57.904578: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 6s - loss: 0.4661 - accuracy: 0.9853
2024-12-03 23:27:58.138110: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 6s - loss: 0.4527 - accuracy: 0.9857
2024-12-03 23:27:58.370438: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 6s - loss: 0.4417 - accuracy: 0.9852
2024-12-03 23:27:58.601506: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 5s - loss: 0.5135 - accuracy: 0.9840
2024-12-03 23:27:58.836319: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 5s - loss: 0.5000 - accuracy: 0.9844
2024-12-03 23:27:59.084179: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 5s - loss: 0.4871 - accuracy: 0.9848
2024-12-03 23:27:59.337520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 5s - loss: 0.4750 - accuracy: 0.9852
2024-12-03 23:27:59.651439: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 5s - loss: 0.4657 - accuracy: 0.9848
2024-12-03 23:27:59.949239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 4s - loss: 0.4551 - accuracy: 0.9851
2024-12-03 23:28:00.278534: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 4s - loss: 0.4445 - accuracy: 0.9855
2024-12-03 23:28:00.675573: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 4s - loss: 0.4679 - accuracy: 0.9844
2024-12-03 23:28:01.127490: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 4s - loss: 0.4575 - accuracy: 0.9847
2024-12-03 23:28:01.592374: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 4s - loss: 0.4476 - accuracy: 0.9851
2024-12-03 23:28:01.985250: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 4s - loss: 0.4380 - accuracy: 0.9854
2024-12-03 23:28:02.335667: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 3s - loss: 0.4289 - accuracy: 0.9857
2024-12-03 23:28:02.659647: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 3s - loss: 0.4292 - accuracy: 0.9853
2024-12-03 23:28:03.036773: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 3s - loss: 0.4207 - accuracy: 0.9856
2024-12-03 23:28:03.346377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 3s - loss: 0.4124 - accuracy: 0.9859
2024-12-03 23:28:03.653779: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 2s - loss: 0.4045 - accuracy: 0.9862
2024-12-03 23:28:03.972592: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 2s - loss: 0.4108 - accuracy: 0.9858
2024-12-03 23:28:04.340208: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 2s - loss: 0.4032 - accuracy: 0.9861
2024-12-03 23:28:04.693480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3958 - accuracy: 0.9864
2024-12-03 23:28:05.057981: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 1s - loss: 0.3888 - accuracy: 0.9866
2024-12-03 23:28:05.437478: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 1s - loss: 0.3820 - accuracy: 0.9868
2024-12-03 23:28:05.833387: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3782 - accuracy: 0.9865
2024-12-03 23:28:06.262627: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3718 - accuracy: 0.9868
2024-12-03 23:28:06.684162: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 0s - loss: 0.3656 - accuracy: 0.9870
2024-12-03 23:28:07.100130: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3887 - accuracy: 0.9867
2024-12-03 23:28:07.505714: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
62/63 [============================>.] - ETA: 0s - loss: 0.3824 - accuracy: 0.9869
2024-12-03 23:28:07.907240: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 28s 455ms/step - loss: 0.3793 - accuracy: 0.9870 - val_loss: 1.1350 - val_accuracy: 0.9790
Epoch 48/50
2024-12-03 23:28:18.805758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 23s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:28:19.180377: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 21s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:28:19.525982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 21s - loss: 0.1954 - accuracy: 0.9896    
2024-12-03 23:28:19.883588: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 21s - loss: 0.1466 - accuracy: 0.9922
2024-12-03 23:28:20.274493: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 21s - loss: 0.1173 - accuracy: 0.9937
2024-12-03 23:28:20.715432: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 22s - loss: 0.0978 - accuracy: 0.9948
2024-12-03 23:28:21.137881: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 21s - loss: 0.0838 - accuracy: 0.9955
2024-12-03 23:28:21.528515: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 21s - loss: 0.0733 - accuracy: 0.9961
2024-12-03 23:28:21.913499: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 20s - loss: 0.0652 - accuracy: 0.9965
2024-12-03 23:28:22.275680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 20s - loss: 0.0829 - accuracy: 0.9937
2024-12-03 23:28:22.679207: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 19s - loss: 0.0753 - accuracy: 0.9943
2024-12-03 23:28:23.021762: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 19s - loss: 0.0692 - accuracy: 0.9948
2024-12-03 23:28:23.359018: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 18s - loss: 0.0639 - accuracy: 0.9952
2024-12-03 23:28:23.685123: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 18s - loss: 0.0593 - accuracy: 0.9955
2024-12-03 23:28:24.019511: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 17s - loss: 0.0557 - accuracy: 0.9958
2024-12-03 23:28:24.400792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 17s - loss: 0.0522 - accuracy: 0.9961
2024-12-03 23:28:24.738632: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 16s - loss: 0.1597 - accuracy: 0.9926
2024-12-03 23:28:25.071944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 16s - loss: 0.2425 - accuracy: 0.9896
2024-12-03 23:28:25.417482: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 16s - loss: 0.2298 - accuracy: 0.9901
2024-12-03 23:28:25.746048: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 15s - loss: 0.2183 - accuracy: 0.9906
2024-12-03 23:28:26.126241: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 15s - loss: 0.2079 - accuracy: 0.9911
2024-12-03 23:28:26.462680: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 14s - loss: 0.1984 - accuracy: 0.9915
2024-12-03 23:28:26.804550: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 14s - loss: 0.1898 - accuracy: 0.9918
2024-12-03 23:28:27.138834: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 14s - loss: 0.1975 - accuracy: 0.9909
2024-12-03 23:28:27.462861: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 13s - loss: 0.1896 - accuracy: 0.9912
2024-12-03 23:28:27.842614: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 13s - loss: 0.1823 - accuracy: 0.9916
2024-12-03 23:28:28.166132: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 12s - loss: 0.2366 - accuracy: 0.9907
2024-12-03 23:28:28.485904: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 12s - loss: 0.2714 - accuracy: 0.9900
2024-12-03 23:28:28.810786: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 12s - loss: 0.2725 - accuracy: 0.9892
2024-12-03 23:28:29.127026: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 11s - loss: 0.2634 - accuracy: 0.9896
2024-12-03 23:28:29.490565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 11s - loss: 0.2549 - accuracy: 0.9899
2024-12-03 23:28:29.828920: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 10s - loss: 0.2469 - accuracy: 0.9902
2024-12-03 23:28:30.138224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 10s - loss: 0.2395 - accuracy: 0.9905
2024-12-03 23:28:30.460893: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 10s - loss: 0.2324 - accuracy: 0.9908
2024-12-03 23:28:30.775341: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.2461 - accuracy: 0.9902 
2024-12-03 23:28:31.136521: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 9s - loss: 0.2628 - accuracy: 0.9896
2024-12-03 23:28:31.460562: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 9s - loss: 0.2557 - accuracy: 0.9899
2024-12-03 23:28:31.779055: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.2490 - accuracy: 0.9901
2024-12-03 23:28:32.100634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 8s - loss: 0.2426 - accuracy: 0.9904
2024-12-03 23:28:32.416388: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 8s - loss: 0.2365 - accuracy: 0.9906
2024-12-03 23:28:32.782037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.2308 - accuracy: 0.9909
2024-12-03 23:28:33.109484: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7s - loss: 0.3058 - accuracy: 0.9896
2024-12-03 23:28:33.424878: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2987 - accuracy: 0.9898
2024-12-03 23:28:33.735971: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2919 - accuracy: 0.9901
2024-12-03 23:28:34.050531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6s - loss: 0.2854 - accuracy: 0.9903
2024-12-03 23:28:34.436449: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2854 - accuracy: 0.9898
2024-12-03 23:28:34.764657: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2793 - accuracy: 0.9900
2024-12-03 23:28:35.079543: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5s - loss: 0.2735 - accuracy: 0.9902
2024-12-03 23:28:35.392982: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2679 - accuracy: 0.9904
2024-12-03 23:28:35.753268: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2626 - accuracy: 0.9906
2024-12-03 23:28:36.081634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4s - loss: 0.2576 - accuracy: 0.9908
2024-12-03 23:28:36.396520: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2803 - accuracy: 0.9904
2024-12-03 23:28:36.707352: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.2919 - accuracy: 0.9900
2024-12-03 23:28:37.022749: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3s - loss: 0.2865 - accuracy: 0.9902
2024-12-03 23:28:37.412200: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2955 - accuracy: 0.9898
2024-12-03 23:28:37.712325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.2903 - accuracy: 0.9900
2024-12-03 23:28:38.018223: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.2854 - accuracy: 0.9901
2024-12-03 23:28:38.321479: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3074 - accuracy: 0.9898
2024-12-03 23:28:38.648522: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3022 - accuracy: 0.9899
2024-12-03 23:28:38.974590: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.2972 - accuracy: 0.9901
2024-12-03 23:28:39.279713: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3466 - accuracy: 0.9887
2024-12-03 23:28:39.586983: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3383 - accuracy: 0.9890
2024-12-03 23:28:39.977037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 30s 473ms/step - loss: 0.3383 - accuracy: 0.9890 - val_loss: 0.9778 - val_accuracy: 0.9840
Epoch 49/50
2024-12-03 23:28:48.537117: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 22s - loss: 0.0000e+00 - accuracy: 1.0000
2024-12-03 23:28:48.896189: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 18s - loss: 0.1470 - accuracy: 0.9844    
2024-12-03 23:28:49.193030: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 18s - loss: 0.0980 - accuracy: 0.9896
2024-12-03 23:28:49.516331: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 19s - loss: 0.0735 - accuracy: 0.9922
2024-12-03 23:28:49.870540: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 20s - loss: 0.0588 - accuracy: 0.9937
2024-12-03 23:28:50.314898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 20s - loss: 0.0490 - accuracy: 0.9948
2024-12-03 23:28:50.681702: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 20s - loss: 0.0743 - accuracy: 0.9911
2024-12-03 23:28:51.046898: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 19s - loss: 0.0650 - accuracy: 0.9922
2024-12-03 23:28:51.407232: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 19s - loss: 0.0578 - accuracy: 0.9931
2024-12-03 23:28:51.793594: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 19s - loss: 0.1097 - accuracy: 0.9875
2024-12-03 23:28:52.135510: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 18s - loss: 0.0998 - accuracy: 0.9886
2024-12-03 23:28:52.465045: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 17s - loss: 0.0914 - accuracy: 0.9896
2024-12-03 23:28:52.782300: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 17s - loss: 0.0844 - accuracy: 0.9904
2024-12-03 23:28:53.112328: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 17s - loss: 0.0787 - accuracy: 0.9911
2024-12-03 23:28:53.480801: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 16s - loss: 0.1412 - accuracy: 0.9896
2024-12-03 23:28:53.812777: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 16s - loss: 0.1981 - accuracy: 0.9883
2024-12-03 23:28:54.128842: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 15s - loss: 0.1864 - accuracy: 0.9890
2024-12-03 23:28:54.450103: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 15s - loss: 0.1761 - accuracy: 0.9896
2024-12-03 23:28:54.785239: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 15s - loss: 0.1668 - accuracy: 0.9901
2024-12-03 23:28:55.173480: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 14s - loss: 0.1737 - accuracy: 0.9891
2024-12-03 23:28:55.511642: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 14s - loss: 0.1654 - accuracy: 0.9896
2024-12-03 23:28:55.853109: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 14s - loss: 0.1579 - accuracy: 0.9901
2024-12-03 23:28:56.188368: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 13s - loss: 0.1510 - accuracy: 0.9905
2024-12-03 23:28:56.527210: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 13s - loss: 0.1504 - accuracy: 0.9896
2024-12-03 23:28:56.911546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 13s - loss: 0.1848 - accuracy: 0.9887
2024-12-03 23:28:57.270634: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 12s - loss: 0.1777 - accuracy: 0.9892
2024-12-03 23:28:57.638024: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 12s - loss: 0.2604 - accuracy: 0.9861
2024-12-03 23:28:57.991003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 12s - loss: 0.2511 - accuracy: 0.9866
2024-12-03 23:28:58.344058: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 11s - loss: 0.2427 - accuracy: 0.9871
2024-12-03 23:28:58.764221: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 11s - loss: 0.2346 - accuracy: 0.9875
2024-12-03 23:28:59.100414: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 11s - loss: 0.2271 - accuracy: 0.9879
2024-12-03 23:28:59.438370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 10s - loss: 0.2342 - accuracy: 0.9873
2024-12-03 23:28:59.802618: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 10s - loss: 0.2674 - accuracy: 0.9858
2024-12-03 23:29:00.130224: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 10s - loss: 0.2595 - accuracy: 0.9862
2024-12-03 23:29:00.456157: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.2521 - accuracy: 0.9866 
2024-12-03 23:29:00.779317: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 9s - loss: 0.2451 - accuracy: 0.9870
2024-12-03 23:29:01.112546: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 9s - loss: 0.2385 - accuracy: 0.9873
2024-12-03 23:29:01.450325: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.2322 - accuracy: 0.9877
2024-12-03 23:29:01.790081: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 8s - loss: 0.2262 - accuracy: 0.9880
2024-12-03 23:29:02.121069: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 8s - loss: 0.2404 - accuracy: 0.9875
2024-12-03 23:29:02.505866: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.2346 - accuracy: 0.9878
2024-12-03 23:29:02.848596: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7s - loss: 0.2355 - accuracy: 0.9874
2024-12-03 23:29:03.186734: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 6s - loss: 0.2301 - accuracy: 0.9876
2024-12-03 23:29:03.510765: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.2248 - accuracy: 0.9879
2024-12-03 23:29:03.842370: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6s - loss: 0.2198 - accuracy: 0.9882
2024-12-03 23:29:04.246787: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 5s - loss: 0.2249 - accuracy: 0.9878
2024-12-03 23:29:04.556062: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.2201 - accuracy: 0.9880
2024-12-03 23:29:04.876247: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5s - loss: 0.2253 - accuracy: 0.9876
2024-12-03 23:29:05.191411: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.2207 - accuracy: 0.9879
2024-12-03 23:29:05.563728: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.2163 - accuracy: 0.9881
2024-12-03 23:29:05.905012: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4s - loss: 0.2120 - accuracy: 0.9884
2024-12-03 23:29:06.230099: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.2080 - accuracy: 0.9886
2024-12-03 23:29:06.560019: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.2040 - accuracy: 0.9888
2024-12-03 23:29:06.973839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3s - loss: 0.2055 - accuracy: 0.9884
2024-12-03 23:29:07.298785: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.2018 - accuracy: 0.9886
2024-12-03 23:29:07.609122: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.1982 - accuracy: 0.9888
2024-12-03 23:29:07.924497: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.2041 - accuracy: 0.9885
2024-12-03 23:29:08.282903: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.2006 - accuracy: 0.9887
2024-12-03 23:29:08.605947: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.1972 - accuracy: 0.9889
2024-12-03 23:29:08.924085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.1939 - accuracy: 0.9891
2024-12-03 23:29:09.236880: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.2113 - accuracy: 0.9887
2024-12-03 23:29:09.565324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.2076 - accuracy: 0.9885
2024-12-03 23:29:09.944458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 30s 481ms/step - loss: 0.2076 - accuracy: 0.9885 - val_loss: 1.0136 - val_accuracy: 0.9810
Epoch 50/50
2024-12-03 23:29:18.717567: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 1/63 [..............................] - ETA: 23s - loss: 1.0334 - accuracy: 0.9688
2024-12-03 23:29:19.103993: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 2/63 [..............................] - ETA: 18s - loss: 0.5167 - accuracy: 0.9844
2024-12-03 23:29:19.418940: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 3/63 [>.............................] - ETA: 19s - loss: 0.3445 - accuracy: 0.9896
2024-12-03 23:29:19.745761: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 4/63 [>.............................] - ETA: 19s - loss: 0.2583 - accuracy: 0.9922
2024-12-03 23:29:20.099481: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 5/63 [=>............................] - ETA: 19s - loss: 0.4733 - accuracy: 0.9875
2024-12-03 23:29:20.477847: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 6/63 [=>............................] - ETA: 20s - loss: 0.3944 - accuracy: 0.9896
2024-12-03 23:29:20.872944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 7/63 [==>...........................] - ETA: 20s - loss: 0.5542 - accuracy: 0.9821
2024-12-03 23:29:21.266709: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 8/63 [==>...........................] - ETA: 19s - loss: 0.5152 - accuracy: 0.9805
2024-12-03 23:29:21.638003: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
 9/63 [===>..........................] - ETA: 19s - loss: 0.4580 - accuracy: 0.9826
2024-12-03 23:29:21.994792: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
10/63 [===>..........................] - ETA: 19s - loss: 0.4122 - accuracy: 0.9844
2024-12-03 23:29:22.412624: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
11/63 [====>.........................] - ETA: 18s - loss: 0.3747 - accuracy: 0.9858
2024-12-03 23:29:22.731040: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
12/63 [====>.........................] - ETA: 18s - loss: 0.3435 - accuracy: 0.9870
2024-12-03 23:29:23.056863: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
13/63 [=====>........................] - ETA: 17s - loss: 0.4989 - accuracy: 0.9856
2024-12-03 23:29:23.375944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
14/63 [=====>........................] - ETA: 17s - loss: 0.4633 - accuracy: 0.9866
2024-12-03 23:29:23.757394: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
15/63 [======>.......................] - ETA: 17s - loss: 0.4324 - accuracy: 0.9875
2024-12-03 23:29:24.119350: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
16/63 [======>.......................] - ETA: 16s - loss: 0.4274 - accuracy: 0.9863
2024-12-03 23:29:24.451205: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
17/63 [=======>......................] - ETA: 16s - loss: 0.4022 - accuracy: 0.9871
2024-12-03 23:29:24.790363: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
18/63 [=======>......................] - ETA: 15s - loss: 0.3845 - accuracy: 0.9861
2024-12-03 23:29:25.141912: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
19/63 [========>.....................] - ETA: 15s - loss: 0.3643 - accuracy: 0.9868
2024-12-03 23:29:25.548831: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
20/63 [========>.....................] - ETA: 15s - loss: 0.3460 - accuracy: 0.9875
2024-12-03 23:29:25.930321: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
21/63 [=========>....................] - ETA: 15s - loss: 0.3393 - accuracy: 0.9866
2024-12-03 23:29:26.287147: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
22/63 [=========>....................] - ETA: 14s - loss: 0.3715 - accuracy: 0.9858
2024-12-03 23:29:26.663182: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
23/63 [=========>....................] - ETA: 14s - loss: 0.4396 - accuracy: 0.9851
2024-12-03 23:29:27.011564: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
24/63 [==========>...................] - ETA: 14s - loss: 0.4213 - accuracy: 0.9857
2024-12-03 23:29:27.378195: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
25/63 [==========>...................] - ETA: 13s - loss: 0.4045 - accuracy: 0.9862
2024-12-03 23:29:27.714973: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
26/63 [===========>..................] - ETA: 13s - loss: 0.4301 - accuracy: 0.9856
2024-12-03 23:29:28.048544: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
27/63 [===========>..................] - ETA: 12s - loss: 0.4142 - accuracy: 0.9861
2024-12-03 23:29:28.385652: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
28/63 [============>.................] - ETA: 12s - loss: 0.4089 - accuracy: 0.9855
2024-12-03 23:29:28.794542: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
29/63 [============>.................] - ETA: 12s - loss: 0.3948 - accuracy: 0.9860
2024-12-03 23:29:29.120738: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
30/63 [=============>................] - ETA: 11s - loss: 0.3819 - accuracy: 0.9865
2024-12-03 23:29:29.456238: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
31/63 [=============>................] - ETA: 11s - loss: 0.3695 - accuracy: 0.9869
2024-12-03 23:29:29.784085: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
32/63 [==============>...............] - ETA: 11s - loss: 0.3663 - accuracy: 0.9863
2024-12-03 23:29:30.138737: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
33/63 [==============>...............] - ETA: 10s - loss: 0.3552 - accuracy: 0.9867
2024-12-03 23:29:30.471944: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
34/63 [===============>..............] - ETA: 10s - loss: 0.3447 - accuracy: 0.9871
2024-12-03 23:29:30.815458: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
35/63 [===============>..............] - ETA: 9s - loss: 0.3349 - accuracy: 0.9875 
2024-12-03 23:29:31.144359: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
36/63 [================>.............] - ETA: 9s - loss: 0.3256 - accuracy: 0.9878
2024-12-03 23:29:31.496839: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
37/63 [================>.............] - ETA: 9s - loss: 0.3426 - accuracy: 0.9873
2024-12-03 23:29:31.909050: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
38/63 [=================>............] - ETA: 8s - loss: 0.3336 - accuracy: 0.9877
2024-12-03 23:29:32.227819: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
39/63 [=================>............] - ETA: 8s - loss: 0.3490 - accuracy: 0.9872
2024-12-03 23:29:32.545464: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
40/63 [==================>...........] - ETA: 8s - loss: 0.3403 - accuracy: 0.9875
2024-12-03 23:29:32.947496: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
41/63 [==================>...........] - ETA: 7s - loss: 0.3587 - accuracy: 0.9863
2024-12-03 23:29:33.283952: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
42/63 [===================>..........] - ETA: 7s - loss: 0.3501 - accuracy: 0.9866
2024-12-03 23:29:33.620080: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
43/63 [===================>..........] - ETA: 7s - loss: 0.3467 - accuracy: 0.9862
2024-12-03 23:29:33.952292: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
44/63 [===================>..........] - ETA: 6s - loss: 0.3388 - accuracy: 0.9865
2024-12-03 23:29:34.318808: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
45/63 [====================>.........] - ETA: 6s - loss: 0.3313 - accuracy: 0.9868
2024-12-03 23:29:34.660584: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
46/63 [====================>.........] - ETA: 6s - loss: 0.3241 - accuracy: 0.9871
2024-12-03 23:29:35.003222: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
47/63 [=====================>........] - ETA: 5s - loss: 0.3172 - accuracy: 0.9874
2024-12-03 23:29:35.341565: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
48/63 [=====================>........] - ETA: 5s - loss: 0.3106 - accuracy: 0.9876
2024-12-03 23:29:35.681448: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
49/63 [======================>.......] - ETA: 4s - loss: 0.3043 - accuracy: 0.9879
2024-12-03 23:29:36.007704: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
50/63 [======================>.......] - ETA: 4s - loss: 0.3184 - accuracy: 0.9875
2024-12-03 23:29:36.349177: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
51/63 [=======================>......] - ETA: 4s - loss: 0.3664 - accuracy: 0.9859
2024-12-03 23:29:36.684758: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
52/63 [=======================>......] - ETA: 3s - loss: 0.3599 - accuracy: 0.9856
2024-12-03 23:29:37.020967: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
53/63 [========================>.....] - ETA: 3s - loss: 0.3726 - accuracy: 0.9853
2024-12-03 23:29:37.409531: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
54/63 [========================>.....] - ETA: 3s - loss: 0.3657 - accuracy: 0.9855
2024-12-03 23:29:37.745257: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
55/63 [=========================>....] - ETA: 2s - loss: 0.3590 - accuracy: 0.9858
2024-12-03 23:29:38.077324: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
56/63 [=========================>....] - ETA: 2s - loss: 0.3526 - accuracy: 0.9860
2024-12-03 23:29:38.392144: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
57/63 [==========================>...] - ETA: 2s - loss: 0.3464 - accuracy: 0.9863
2024-12-03 23:29:38.703884: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
58/63 [==========================>...] - ETA: 1s - loss: 0.3404 - accuracy: 0.9865
2024-12-03 23:29:39.025037: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
59/63 [===========================>..] - ETA: 1s - loss: 0.3347 - accuracy: 0.9868
2024-12-03 23:29:39.364088: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
60/63 [===========================>..] - ETA: 1s - loss: 0.3291 - accuracy: 0.9870
2024-12-03 23:29:39.678711: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
61/63 [============================>.] - ETA: 0s - loss: 0.3237 - accuracy: 0.9872
2024-12-03 23:29:39.996799: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - ETA: 0s - loss: 0.3160 - accuracy: 0.9875
2024-12-03 23:29:40.404726: I metal_plugin/src/kernels/stateless_random_op.cc:282] Note the GPU implementation does not produce the same series as CPU implementation.
63/63 [==============================] - 31s 487ms/step - loss: 0.3160 - accuracy: 0.9875 - val_loss: 0.9959 - val_accuracy: 0.9790

Load the Best Model

In [46]:
# Load the best models
custom_cnn_model = keras.models.load_model("./models/convnet_from_scratch_with_augmentation")
vgg_model = keras.models.load_model("./models/fine_tuning")
WARNING:absl:At this time, the v2.11+ optimizer `tf.keras.optimizers.RestoredOptimizer` runs slowly on M1/M2 Macs, please use the legacy Keras optimizer instead, located at `tf.keras.optimizers.legacy.RestoredOptimizer`.
WARNING:absl:At this time, the v2.11+ optimizer `tf.keras.optimizers.RMSprop` runs slowly on M1/M2 Macs, please use the legacy Keras optimizer instead, located at `tf.keras.optimizers.legacy.RMSprop`.

Accuracy

In [47]:
# Evaluate accuracy
custom_cnn_loss, custom_cnn_acc = custom_cnn_model.evaluate(test_dataset, verbose=0)
vgg_loss, vgg_acc = vgg_model.evaluate(test_dataset, verbose=0)

print(f"Custom CNN Test Accuracy: {custom_cnn_acc:.3f}")
print(f"VGG16 Fine-Tuned Test Accuracy: {vgg_acc:.3f}")
Custom CNN Test Accuracy: 0.829
VGG16 Fine-Tuned Test Accuracy: 0.982

Confusion Matrix

In [51]:
from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay

# Generate predictions
custom_cnn_preds = custom_cnn_model.predict(test_dataset)
vgg_preds = vgg_model.predict(test_dataset)

# Binarize predictions (threshold = 0.5 for binary classification)
custom_cnn_preds = (custom_cnn_preds > 0.5).astype(int)
vgg_preds = (vgg_preds > 0.5).astype(int)

# Get true labels
true_labels = np.concatenate([y for _, y in test_dataset], axis=0)

# Confusion matrices
custom_cnn_cm = confusion_matrix(true_labels, custom_cnn_preds)
vgg_cm = confusion_matrix(true_labels, vgg_preds)

# Display confusion matrices
ConfusionMatrixDisplay(custom_cnn_cm, display_labels=["Cat", "Dog"]).plot(cmap="Reds")
plt.title("Custom CNN Confusion Matrix")
plt.show()

ConfusionMatrixDisplay(vgg_cm, display_labels=["Cat", "Dog"]).plot(cmap="Blues")
plt.title("VGG16 Fine-Tuned Confusion Matrix")
plt.show()
63/63 [==============================] - 1s 18ms/step
63/63 [==============================] - 12s 195ms/step

Precision, Recall, F1-Score

In [52]:
from sklearn.metrics import precision_score, recall_score, f1_score

# Custom CNN metrics
custom_cnn_precision = precision_score(true_labels, custom_cnn_preds)
custom_cnn_recall = recall_score(true_labels, custom_cnn_preds)
custom_cnn_f1 = f1_score(true_labels, custom_cnn_preds)

# VGG metrics
vgg_precision = precision_score(true_labels, vgg_preds)
vgg_recall = recall_score(true_labels, vgg_preds)
vgg_f1 = f1_score(true_labels, vgg_preds)

print(f"Custom CNN - Precision: {custom_cnn_precision:.3f}, Recall: {custom_cnn_recall:.3f}, F1-Score: {custom_cnn_f1:.3f}")
print(f"VGG16 Fine-Tuned - Precision: {vgg_precision:.3f}, Recall: {vgg_recall:.3f}, F1-Score: {vgg_f1:.3f}")
Custom CNN - Precision: 0.513, Recall: 0.512, F1-Score: 0.513
VGG16 Fine-Tuned - Precision: 0.521, Recall: 0.519, F1-Score: 0.520

The precison , recall, and F1 provider clear understanding of their performance

Precision-Recall Curve

In [53]:
from sklearn.metrics import precision_recall_curve

# Precision-Recall Curve for Custom CNN
custom_cnn_probs = custom_cnn_model.predict(test_dataset).ravel()
custom_cnn_precision, custom_cnn_recall, _ = precision_recall_curve(true_labels, custom_cnn_probs)

# Precision-Recall Curve for VGG
vgg_probs = vgg_model.predict(test_dataset).ravel()
vgg_precision, vgg_recall, _ = precision_recall_curve(true_labels, vgg_probs)

# Plot
plt.plot(custom_cnn_recall, custom_cnn_precision, label="Custom CNN")
plt.plot(vgg_recall, vgg_precision, label="VGG16 Fine-Tuned")
plt.title("Precision-Recall Curve")
plt.xlabel("Recall")
plt.ylabel("Precision")
plt.legend()
plt.show()
63/63 [==============================] - 1s 18ms/step
63/63 [==============================] - 12s 197ms/step

Conclusion

Key Takeaways

  1. Model Comparison:

• The VGG16 fine-tuned model outperformed the Custom CNN in all aspects, including accuracy, precision, and recall.

• The pre-trained architecture leveraged its depth and pre-learned features, requiring less data and training time to achieve superior results.

  1. Visualizations:

• The confusion matrix for VGG16 shows significantly fewer misclassifications compared to the Custom CNN, reflecting its higher reliability.

• The Precision-Recall curve highlights the robustness of the fine-tuned VGG16 model over a wide range of recall levels.

  1. Real-World Implications:

• For practical applications, the VGG16 model is the preferred choice due to its higher accuracy and stability.
• Custom CNNs, while flexible, require substantial tuning and larger datasets to match the performance of pre-trained models like VGG16.

“In conclusion, this project highlights the advantages of transfer learning with pre-trained models like VGG16 over custom-built architectures. The VGG16 fine-tuned model demonstrated superior performance, achieving an impressive accuracy of 98.2%, making it highly suitable for deployment in real-world scenarios. Future work could focus on optimizing the Custom CNN to bridge the performance gap or exploring ensemble methods that combine the strengths of both models. Thank you!”